From d70f01c6c6ac19bd82a2ac6e053f2d83c8f4e149 Mon Sep 17 00:00:00 2001 From: aniongithub Date: Fri, 8 Aug 2025 05:37:12 +0000 Subject: [PATCH 1/3] Update our RAG to use CLIP embeddings to support the new multi-modl data. --- api/memoryalpha/rag.py | 34 +++++++++++++++++++++++++++++++--- api/memoryalpha/rag/query.py | 0 2 files changed, 31 insertions(+), 3 deletions(-) delete mode 100644 api/memoryalpha/rag/query.py diff --git a/api/memoryalpha/rag.py b/api/memoryalpha/rag.py index 6c0fdb4..b8a8396 100644 --- a/api/memoryalpha/rag.py +++ b/api/memoryalpha/rag.py @@ -115,7 +115,29 @@ def __init__(self, path=self.chroma_db_path, settings=Settings(allow_reset=False) ) - self.collection = self.client.get_collection(self.collection_name) + + # Initialize CLIP model for consistent embeddings with the database + logger.info("Loading CLIP model for embedding compatibility...") + self.clip_model = SentenceTransformer('clip-ViT-B-32') + logger.info("CLIP model loaded successfully") + + # Create CLIP embedding function to match the one used during data creation + from chromadb.utils import embedding_functions + + class CLIPEmbeddingFunction(embedding_functions.EmbeddingFunction): + def __init__(self, clip_model): + self.clip_model = clip_model + + def __call__(self, input): + """Generate embeddings using CLIP model""" + embeddings = [] + for text in input: + embedding = self.clip_model.encode(text) + embeddings.append(embedding.tolist()) + return embeddings + + self.clip_ef = CLIPEmbeddingFunction(self.clip_model) + self.collection = self.client.get_collection(self.collection_name, embedding_function=self.clip_ef) # Initialize Ollama client self.ollama_client = ollama.Client(host=self.ollama_url) @@ -139,12 +161,18 @@ def _cosine_similarity(self, query_embedding: np.ndarray, doc_embeddings: np.nda return np.dot(doc_norms, query_norm) def search(self, query: str, top_k: int = 10) -> List[Dict[str, Any]]: - results = self.collection.query(query_texts=[query], n_results=top_k) + # Search only text documents (filter out image documents for now) + results = self.collection.query( + query_texts=[query], + n_results=top_k, + where={"content_type": "text"} # Only search text documents + ) docs = [ { "content": doc, "title": meta["title"], - "distance": dist + "distance": dist, + "content_type": meta.get("content_type", "text") } for doc, meta, dist in zip(results["documents"][0], results["metadatas"][0], results["distances"][0]) ] diff --git a/api/memoryalpha/rag/query.py b/api/memoryalpha/rag/query.py deleted file mode 100644 index e69de29..0000000 From 4aa07ff84db51461059a31d9fc6266b04cdfc905 Mon Sep 17 00:00:00 2001 From: aniongithub Date: Fri, 8 Aug 2025 18:58:18 +0000 Subject: [PATCH 2/3] Working reverse image search using our new multimodal DB, with good results for the current prompt --- .env | 2 + Dockerfile | 2 +- api/main.py | 4 +- api/memoryalpha/identify.py | 31 ++++++++ api/memoryalpha/rag.py | 137 +++++++++++++++++++++++++++++------- api/memoryalpha/stream.py | 3 +- requirements.txt | 3 +- test_images/image01.jpg | Bin 0 -> 34565 bytes test_images/image02.jpg | Bin 0 -> 363311 bytes test_images/image03.jpg | Bin 0 -> 25045 bytes test_images/image04.jpg | Bin 0 -> 15455 bytes test_images/image05.jpg | Bin 0 -> 101452 bytes test_images/image06.jpg | Bin 0 -> 66536 bytes wait-for-ollama.sh | 26 ++++--- 14 files changed, 170 insertions(+), 38 deletions(-) create mode 100644 api/memoryalpha/identify.py create mode 100644 test_images/image01.jpg create mode 100644 test_images/image02.jpg create mode 100644 test_images/image03.jpg create mode 100644 test_images/image04.jpg create mode 100644 test_images/image05.jpg create mode 100644 test_images/image06.jpg diff --git a/.env b/.env index d945293..35bc98c 100644 --- a/.env +++ b/.env @@ -1,4 +1,6 @@ DEFAULT_MODEL="qwen3:0.6b" +DEFAULT_IMAGE_MODEL="qwen2.5vl:3b" + OLLAMA_URL="http://ollama:11434" DB_PATH="/data/enmemoryalpha_db" COLLECTION_NAME="memoryalpha" \ No newline at end of file diff --git a/Dockerfile b/Dockerfile index 67f4ed3..9016732 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,7 +3,7 @@ FROM python:3.12-slim-bullseye AS devcontainer ARG DEBIAN_FRONTEND=noninteractive RUN apt-get update &&\ - apt-get -y install curl wget git + apt-get -y install jq curl wget git COPY ./requirements.txt /tmp/pip-tmp/ RUN pip install --no-cache-dir -r /tmp/pip-tmp/requirements.txt \ diff --git a/api/main.py b/api/main.py index 54695ba..4d47c6b 100644 --- a/api/main.py +++ b/api/main.py @@ -4,6 +4,7 @@ from .memoryalpha.health import router as health_router from .memoryalpha.stream import router as stream_router from .memoryalpha.ask import router as ask_router +from .memoryalpha.identify import router as identify_router # Configure logging logging.basicConfig(level=logging.INFO) @@ -22,4 +23,5 @@ async def lifespan(app: FastAPI): app.include_router(health_router) app.include_router(stream_router) -app.include_router(ask_router) \ No newline at end of file +app.include_router(ask_router) +app.include_router(identify_router) \ No newline at end of file diff --git a/api/memoryalpha/identify.py b/api/memoryalpha/identify.py new file mode 100644 index 0000000..ee8368b --- /dev/null +++ b/api/memoryalpha/identify.py @@ -0,0 +1,31 @@ +from fastapi import APIRouter, File, UploadFile, Query +from fastapi.responses import JSONResponse +import tempfile +import os +from .rag import MemoryAlphaRAG + +router = APIRouter() + +# Singleton or global instance for demo; in production, manage lifecycle properly +rag_instance = MemoryAlphaRAG() + +@router.post("/memoryalpha/rag/identify", summary="Multimodal Image Search") +def identify_endpoint( + file: UploadFile = File(...), + top_k: int = Query(5, description="Number of results to return") +): + """ + Accepts an image file upload, performs multimodal image search, and returns results. + """ + try: + # Save uploaded file to a temp location + with tempfile.NamedTemporaryFile(delete=False, suffix=os.path.splitext(file.filename)[-1]) as tmp: + tmp.write(file.file.read()) + image_path = tmp.name + # Perform image search + results = rag_instance.search_image(image_path, top_k=top_k) + # Clean up temp file + os.remove(image_path) + return JSONResponse(content=results) + except Exception as e: + return JSONResponse(status_code=500, content={"error": str(e)}) diff --git a/api/memoryalpha/rag.py b/api/memoryalpha/rag.py index b8a8396..9feb9cd 100644 --- a/api/memoryalpha/rag.py +++ b/api/memoryalpha/rag.py @@ -63,7 +63,6 @@ class MemoryAlphaRAG: def __init__(self, chroma_db_path: str = os.getenv("DB_PATH"), ollama_url: str = os.getenv("OLLAMA_URL"), - model: str = os.getenv("DEFAULT_MODEL"), collection_name: str = os.getenv("COLLECTION_NAME", "memoryalpha"), rerank_method: str = "cross-encoder", thinking_mode: ThinkingMode = ThinkingMode.DISABLED, @@ -75,14 +74,11 @@ def __init__(self, raise ValueError("chroma_db_path must be provided or set in CHROMA_DB_PATH environment variable.") if not ollama_url: raise ValueError("ollama_url must be provided or set in OLLAMA_URL environment variable.") - if not model: - raise ValueError("model must be provided or set in DEFAULT_MODEL environment variable.") if not collection_name: raise ValueError("collection_name must be provided or set in COLLECTION_NAME environment variable.") self.chroma_db_path = chroma_db_path self.ollama_url = ollama_url - self.model = model self.collection_name = collection_name self.thinking_mode = thinking_mode self.enable_streaming = enable_streaming @@ -142,19 +138,6 @@ def __call__(self, input): # Initialize Ollama client self.ollama_client = ollama.Client(host=self.ollama_url) - self._warm_up_model() - - def _warm_up_model(self): - try: - self.ollama_client.generate( - model=self.model, - prompt="System ready.", - stream=False, - keep_alive=-1 - ) - except Exception as e: - logger.warning(f"Model warm-up failed: {e}") - def _cosine_similarity(self, query_embedding: np.ndarray, doc_embeddings: np.ndarray) -> np.ndarray: query_norm = query_embedding / np.linalg.norm(query_embedding) doc_norms = doc_embeddings / np.linalg.norm(doc_embeddings, axis=1, keepdims=True) @@ -203,20 +186,28 @@ def build_prompt(self, query: str, docs: List[Dict[str, Any]]) -> tuple[str, str user_prompt = get_user_prompt(context_text, query) return system_prompt, user_prompt - def ask(self, query: str, max_tokens: int = 2048, top_k: int = 10, top_p: float = 0.8, temperature: float = 0.3) -> str: + def ask(self, query: str, max_tokens: int = 2048, top_k: int = 10, top_p: float = 0.8, temperature: float = 0.3, + model: str = os.getenv("DEFAULT_MODEL")) -> str: + """ + Ask a question using the specified model (defaults to $DEFAULT_MODEL if not provided). + """ + + if not model: + raise ValueError("model must be provided or set in DEFAULT_MODEL environment variable.") + docs = self.search(query, top_k=top_k) system_prompt, user_prompt = self.build_prompt(query, docs) - + # Build messages for chat messages = [ {"role": "system", "content": system_prompt} ] - + # Add conversation history for exchange in self.conversation_history[-3:]: # Last 3 exchanges messages.append({"role": "user", "content": exchange["question"]}) messages.append({"role": "assistant", "content": exchange["answer"]}) - + # Add current query messages.append({"role": "user", "content": user_prompt}) @@ -224,7 +215,7 @@ def ask(self, query: str, max_tokens: int = 2048, top_k: int = 10, top_p: float if self.enable_streaming: for chunk in self.ollama_client.chat( - model=self.model, + model=model, messages=messages, stream=True, options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} @@ -233,7 +224,7 @@ def ask(self, query: str, max_tokens: int = 2048, top_k: int = 10, top_p: float full_response += chunk['message']['content'] else: result = self.ollama_client.chat( - model=self.model, + model=model, messages=messages, stream=False, options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} @@ -269,4 +260,102 @@ def _replace_thinking_tags(self, answer: str) -> str: def _update_history(self, question: str, answer: str): self.conversation_history.append({"question": question, "answer": answer}) - self.conversation_history = self.conversation_history[-self.max_history_turns:] \ No newline at end of file + self.conversation_history = self.conversation_history[-self.max_history_turns:] + + def search_image(self, image_path: str, top_k: int = 5, + model: str = os.getenv("DEFAULT_IMAGE_MODEL")) -> Dict[str, Any]: + """ + 1. Generates CLIP embedding for the provided image + 2. Searches text and image records, retrieves top_k + 3. Downloads actual images for image results + 4. Numbers and formats results + 5. Passes all info to the model to guess the theme and image + """ + from PIL import Image + import requests + import tempfile + import os + + if not model: + raise ValueError("model must be provided or set in DEFAULT_IMAGE_MODEL environment variable.") + + # 1. Generate CLIP embedding for the image + image = Image.open(image_path).convert('RGB') + image_embedding = self.clip_model.encode(image) + image_embedding = image_embedding.tolist() + + # 2. Search text and image records + text_results = self.collection.query( + query_embeddings=[image_embedding], + n_results=top_k, + where={"content_type": "text"} + ) + image_results = self.collection.query( + query_embeddings=[image_embedding], + n_results=top_k, + where={"content_type": "image"} + ) + + # 3. Download actual images for image results + downloaded_images = [] + image_docs = image_results['documents'][0] + image_metas = image_results['metadatas'][0] + image_urls = [meta.get('image_url') for meta in image_metas] + for idx, url in enumerate(image_urls): + if url: + try: + resp = requests.get(url, timeout=30) + if resp.status_code == 200: + with tempfile.NamedTemporaryFile(delete=False, suffix='.jpg') as tmp: + tmp.write(resp.content) + downloaded_images.append(tmp.name) + else: + downloaded_images.append(None) + except Exception: + downloaded_images.append(None) + else: + downloaded_images.append(None) + + # 4. Number and format results + formatted_text = [] + for i, (doc, meta, dist) in enumerate(zip(text_results['documents'][0], text_results['metadatas'][0], text_results['distances'][0]), 1): + formatted_text.append(f"Text Result {i}:\nTitle: {meta.get('title', 'Unknown')}\nSimilarity: {1-dist:.4f}\nContent: {doc[:300]}\n") + + formatted_images = [] + for i, (doc, meta, dist, img_path) in enumerate(zip(image_docs, image_metas, image_results['distances'][0], downloaded_images), 1): + formatted_images.append(f"Image Result {i}:\nImage Name: {meta.get('image_name', 'Unknown')}\nSource Page: {meta.get('source_page', 'Unknown')}\nSimilarity: {1-dist:.4f}\nDescription: {doc}\nImage Path: {img_path if img_path else 'Download failed'}\n") + + # 5. Pass all info to the model + prompt = ( + "Given the following search results, analyze what the image may contain." + "You may identify characters, species, organizations, types, classes, or purposes only." + "❌ Do NOT guess episode names, scenes, locations, or events under any circumstance — unless the prompt explicitly asks for them." + "If the entity is unclear, fall back to a broader type or category (e.g., 'humanoid alien', 'military uniform')." + "If no identification is possible, say so clearly." + ) + prompt += "\n".join(formatted_text) + prompt += "\n".join(formatted_images) + prompt += "\nRespond with one or two lines about your guess of what is in the image." + + messages = [ + {"role": "system", "content": "You are an expert Star Trek analyst."}, + {"role": "user", "content": prompt} + ] + response = self.ollama_client.chat( + model=model, + messages=messages, + stream=False + ) + answer = response['message']['content'] + + # Clean up temp images + for img_path in downloaded_images: + if img_path and os.path.exists(img_path): + try: + os.remove(img_path) + except Exception: + pass + + return { + "model_answer": answer + } \ No newline at end of file diff --git a/api/memoryalpha/stream.py b/api/memoryalpha/stream.py index 10339cc..69b0b24 100644 --- a/api/memoryalpha/stream.py +++ b/api/memoryalpha/stream.py @@ -1,3 +1,4 @@ +import os from fastapi import APIRouter, Query from fastapi.responses import StreamingResponse import json @@ -83,7 +84,7 @@ def generate_stream(): # Stream the response for chunk in rag.ollama_client.chat( - model=rag.model, + model=os.getenv("DEFAULT_MODEL"), messages=messages, stream=True, options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} diff --git a/requirements.txt b/requirements.txt index 1a13ac4..a8a8c23 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,4 +7,5 @@ prompt_toolkit==3.0.51 sentence-transformers==5.0.0 ollama==0.5.2 fastapi==0.116.1 -uvicorn==0.35.0 \ No newline at 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Pulling it now..." - curl -X POST "$OLLAMA_URL/api/pull" -H "Content-Type: application/json" -d "{\"name\":\"$DEFAULT_MODEL\"}" - echo "" - echo "✅ Model '$DEFAULT_MODEL' has been pulled successfully." -fi +pull_model() { + local model_name="$1" + echo "🔍 Checking if model '$model_name' is available..." + if curl -s "$OLLAMA_URL/api/tags" | grep -q "\"name\":\"$model_name\""; then + echo "✅ Model '$model_name' is already available." + else + echo "📥 Model '$model_name' not found. Pulling it now..." + curl -X POST "$OLLAMA_URL/api/pull" -H "Content-Type: application/json" -d "{\"name\":\"$model_name\"}" + echo "" + echo "✅ Model '$model_name' has been pulled successfully." + fi +} + +# Pull the default models +pull_model "$DEFAULT_MODEL" +pull_model "$DEFAULT_IMAGE_MODEL" # Warm up ollama with the default model echo "🤖 Warming up Ollama with $DEFAULT_MODEL..." From 21e36081695281c5d0070f6e15e7a8df1ddefd91 Mon Sep 17 00:00:00 2001 From: aniongithub Date: Sun, 10 Aug 2025 06:14:01 +0000 Subject: [PATCH 3/3] 1. Remove streaming endpoint 2. Actually pass images in to our vision model 3. Update code to use the latest 0.5.0 release of the vector db with separate image and text embeddings --- .github/workflows/ci-build.yml | 16 --- Dockerfile | 4 +- README.md | 4 +- api/main.py | 2 - api/memoryalpha/rag.py | 166 +++++++++++++++-------------- api/memoryalpha/stream.py | 188 --------------------------------- chat.sh | 128 ++++++++++++++++------ 7 files changed, 187 insertions(+), 321 deletions(-) delete mode 100644 api/memoryalpha/stream.py diff --git a/.github/workflows/ci-build.yml b/.github/workflows/ci-build.yml index 4dd3aec..f06e5e5 100644 --- a/.github/workflows/ci-build.yml +++ b/.github/workflows/ci-build.yml @@ -52,22 +52,6 @@ jobs: exit 1 fi - - name: Test streaming endpoint - run: | - # Test the streaming endpoint - response=$(timeout 30 curl -s -N -H "Accept: text/event-stream" \ - "http://localhost:8000/memoryalpha/rag/stream?question=What%20is%20a%20Transporter?&thinkingmode=DISABLED&max_tokens=50&top_k=3" \ - | head -10) - - # Check if streaming response contains data events - if echo "$response" | grep -q "data:"; then - echo "✅ Streaming endpoint test passed" - else - echo "❌ Streaming endpoint test failed - no streaming data found" - echo "Response: $response" - exit 1 - fi - - name: Generate OpenAPI spec run: | # Download OpenAPI spec diff --git a/Dockerfile b/Dockerfile index 9016732..f9353b9 100644 --- a/Dockerfile +++ b/Dockerfile @@ -10,7 +10,9 @@ RUN pip install --no-cache-dir -r /tmp/pip-tmp/requirements.txt \ && rm -rf /tmp/pip-tmp WORKDIR /data -RUN wget https://github.com/aniongithub/memoryalpha-vectordb/releases/latest/download/enmemoryalpha_db.tar.gz &&\ + +ARG MEMORYALPHA_DB_RELEASE=v0.5.0 +RUN wget https://github.com/aniongithub/memoryalpha-vectordb/releases/download/${MEMORYALPHA_DB_RELEASE}/enmemoryalpha_db.tar.gz &&\ tar -xzf enmemoryalpha_db.tar.gz &&\ rm enmemoryalpha_db.tar.gz &&\ chmod -R 0777 /data diff --git a/README.md b/README.md index deddcd5..59b1793 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ A REST API for Retrieval-Augmented Generation (RAG) over Star Trek's MemoryAlpha ## Overview -This project provides a streaming REST API that enables natural language queries over the comprehensive Star Trek MemoryAlpha database. It uses the vectorized database from [memoryalpha-vectordb](https://github.com/aniongithub/memoryalpha-vectordb) and combines it with local LLMs via Ollama to provide accurate, context-aware responses about Star Trek lore. +This project provides a REST API that enables natural language queries over the comprehensive Star Trek MemoryAlpha database. It uses the vectorized database from [memoryalpha-vectordb](https://github.com/aniongithub/memoryalpha-vectordb) and combines it with local LLMs via Ollama to provide accurate, context-aware responses about Star Trek lore. The system implements: @@ -169,7 +169,7 @@ graph TD ### Components -- **FastAPI**: REST API framework with streaming support +- **FastAPI**: REST API framework and OpenAPI spec generation - **ChromaDB**: Vector database for document storage and retrieval - **Ollama**: Local LLM inference server - **Cross-Encoder**: Document reranking for improved relevance diff --git a/api/main.py b/api/main.py index 4d47c6b..2b1c7b5 100644 --- a/api/main.py +++ b/api/main.py @@ -2,7 +2,6 @@ from contextlib import asynccontextmanager from fastapi import FastAPI from .memoryalpha.health import router as health_router -from .memoryalpha.stream import router as stream_router from .memoryalpha.ask import router as ask_router from .memoryalpha.identify import router as identify_router @@ -22,6 +21,5 @@ async def lifespan(app: FastAPI): app = FastAPI(lifespan=lifespan) app.include_router(health_router) -app.include_router(stream_router) app.include_router(ask_router) app.include_router(identify_router) \ No newline at end of file diff --git a/api/memoryalpha/rag.py b/api/memoryalpha/rag.py index 9feb9cd..46e5315 100644 --- a/api/memoryalpha/rag.py +++ b/api/memoryalpha/rag.py @@ -2,9 +2,7 @@ import os import sys -import json import re -import requests import logging import warnings import numpy as np @@ -14,12 +12,6 @@ from sentence_transformers import CrossEncoder, SentenceTransformer import ollama -# Optional prompt UI -from prompt_toolkit import prompt -from prompt_toolkit.history import InMemoryHistory -from prompt_toolkit.auto_suggest import AutoSuggestFromHistory -from prompt_toolkit.completion import WordCompleter - # RAG components import pysqlite3 sys.modules["sqlite3"] = pysqlite3 @@ -66,7 +58,6 @@ def __init__(self, collection_name: str = os.getenv("COLLECTION_NAME", "memoryalpha"), rerank_method: str = "cross-encoder", thinking_mode: ThinkingMode = ThinkingMode.DISABLED, - enable_streaming: bool = True, max_history_turns: int = 5, thinking_text: str = "Processing..."): @@ -81,7 +72,6 @@ def __init__(self, self.ollama_url = ollama_url self.collection_name = collection_name self.thinking_mode = thinking_mode - self.enable_streaming = enable_streaming self.max_history_turns = max_history_turns self.rerank_method = rerank_method self.thinking_text = thinking_text @@ -111,30 +101,40 @@ def __init__(self, path=self.chroma_db_path, settings=Settings(allow_reset=False) ) - - # Initialize CLIP model for consistent embeddings with the database - logger.info("Loading CLIP model for embedding compatibility...") + + # Initialize text embedding model and collection + logger.info("Loading text embedding model all-MiniLM-L6-v2 for text collection...") + self.text_model = SentenceTransformer('all-MiniLM-L6-v2') + logger.info("Text model loaded successfully") + from chromadb.utils import embedding_functions + class TextEmbeddingFunction(embedding_functions.EmbeddingFunction): + def __init__(self, text_model): + self.text_model = text_model + def __call__(self, input): + embeddings = [] + for text in input: + embedding = self.text_model.encode(text) + embeddings.append(embedding.tolist()) + return embeddings + self.text_ef = TextEmbeddingFunction(self.text_model) + self.text_collection = self.client.get_or_create_collection("memoryalpha_text", embedding_function=self.text_ef) + + # Initialize CLIP model and image collection + logger.info("Loading CLIP model for image collection...") self.clip_model = SentenceTransformer('clip-ViT-B-32') logger.info("CLIP model loaded successfully") - - # Create CLIP embedding function to match the one used during data creation - from chromadb.utils import embedding_functions - class CLIPEmbeddingFunction(embedding_functions.EmbeddingFunction): def __init__(self, clip_model): self.clip_model = clip_model - def __call__(self, input): - """Generate embeddings using CLIP model""" embeddings = [] - for text in input: - embedding = self.clip_model.encode(text) + for img in input: + embedding = self.clip_model.encode(img) embeddings.append(embedding.tolist()) return embeddings - self.clip_ef = CLIPEmbeddingFunction(self.clip_model) - self.collection = self.client.get_collection(self.collection_name, embedding_function=self.clip_ef) - + self.image_collection = self.client.get_or_create_collection("memoryalpha_images", embedding_function=self.clip_ef) + # Initialize Ollama client self.ollama_client = ollama.Client(host=self.ollama_url) @@ -144,18 +144,16 @@ def _cosine_similarity(self, query_embedding: np.ndarray, doc_embeddings: np.nda return np.dot(doc_norms, query_norm) def search(self, query: str, top_k: int = 10) -> List[Dict[str, Any]]: - # Search only text documents (filter out image documents for now) - results = self.collection.query( - query_texts=[query], - n_results=top_k, - where={"content_type": "text"} # Only search text documents + # Search only text documents using the text collection and text embedding model + results = self.text_collection.query( + query_texts=[query], + n_results=top_k ) docs = [ { "content": doc, "title": meta["title"], - "distance": dist, - "content_type": meta.get("content_type", "text") + "distance": dist } for doc, meta, dist in zip(results["documents"][0], results["metadatas"][0], results["distances"][0]) ] @@ -179,9 +177,8 @@ def search(self, query: str, top_k: int = 10) -> List[Dict[str, Any]]: def build_prompt(self, query: str, docs: List[Dict[str, Any]]) -> tuple[str, str]: system_prompt = get_system_prompt(self.thinking_mode) - char_limit = 800 context_text = "\n\n".join( - f"=== {doc['title']} ===\n{doc['content'][:char_limit]}" for doc in docs + f"=== {doc['title']} ===\n{doc['content']}" for doc in docs ) user_prompt = get_user_prompt(context_text, query) return system_prompt, user_prompt @@ -211,25 +208,13 @@ def ask(self, query: str, max_tokens: int = 2048, top_k: int = 10, top_p: float # Add current query messages.append({"role": "user", "content": user_prompt}) - full_response = "" - - if self.enable_streaming: - for chunk in self.ollama_client.chat( - model=model, - messages=messages, - stream=True, - options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} - ): - if 'message' in chunk and 'content' in chunk['message']: - full_response += chunk['message']['content'] - else: - result = self.ollama_client.chat( - model=model, - messages=messages, - stream=False, - options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} - ) - full_response = result['message']['content'] + result = self.ollama_client.chat( + model=model, + messages=messages, + stream=False, + options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} + ) + full_response = result['message']['content'] # Handle thinking mode response processing if self.thinking_mode == ThinkingMode.DISABLED: @@ -266,9 +251,9 @@ def search_image(self, image_path: str, top_k: int = 5, model: str = os.getenv("DEFAULT_IMAGE_MODEL")) -> Dict[str, Any]: """ 1. Generates CLIP embedding for the provided image - 2. Searches text and image records, retrieves top_k + 2. Searches image records, retrieves top_k 3. Downloads actual images for image results - 4. Numbers and formats results + 4. Uses source page titles to fetch text context from text collection 5. Passes all info to the model to guess the theme and image """ from PIL import Image @@ -284,20 +269,15 @@ def search_image(self, image_path: str, top_k: int = 5, image_embedding = self.clip_model.encode(image) image_embedding = image_embedding.tolist() - # 2. Search text and image records - text_results = self.collection.query( - query_embeddings=[image_embedding], - n_results=top_k, - where={"content_type": "text"} - ) - image_results = self.collection.query( + # 2. Search image records only + image_results = self.image_collection.query( query_embeddings=[image_embedding], - n_results=top_k, - where={"content_type": "image"} + n_results=top_k ) - # 3. Download actual images for image results + # 3. Download actual images for image results and prepare for attachment downloaded_images = [] + image_binaries = [] image_docs = image_results['documents'][0] image_metas = image_results['metadatas'][0] image_urls = [meta.get('image_url') for meta in image_metas] @@ -309,38 +289,62 @@ def search_image(self, image_path: str, top_k: int = 5, with tempfile.NamedTemporaryFile(delete=False, suffix='.jpg') as tmp: tmp.write(resp.content) downloaded_images.append(tmp.name) + image_binaries.append(resp.content) else: downloaded_images.append(None) + image_binaries.append(None) except Exception: downloaded_images.append(None) + image_binaries.append(None) else: downloaded_images.append(None) - - # 4. Number and format results - formatted_text = [] - for i, (doc, meta, dist) in enumerate(zip(text_results['documents'][0], text_results['metadatas'][0], text_results['distances'][0]), 1): - formatted_text.append(f"Text Result {i}:\nTitle: {meta.get('title', 'Unknown')}\nSimilarity: {1-dist:.4f}\nContent: {doc[:300]}\n") - + image_binaries.append(None) + + # 4. Use source page titles to fetch text context from text collection + source_titles = [meta.get('source_page') for meta in image_metas if meta.get('source_page')] + text_contexts = [] + if source_titles: + # Query text collection for each source page title + for title in source_titles: + text_results = self.text_collection.query( + query_texts=[title], + n_results=1 + ) + if text_results['documents'][0]: + doc = text_results['documents'][0][0] + meta = text_results['metadatas'][0][0] + dist = text_results['distances'][0][0] + text_contexts.append(f"Text Context for '{title}':\nTitle: {meta.get('title', 'Unknown')}\nSimilarity: {1-dist:.4f}\nContent: {doc[:300]}\n") + + # 5. Number and format results, reference images as Image 1, Image 2, etc. formatted_images = [] - for i, (doc, meta, dist, img_path) in enumerate(zip(image_docs, image_metas, image_results['distances'][0], downloaded_images), 1): - formatted_images.append(f"Image Result {i}:\nImage Name: {meta.get('image_name', 'Unknown')}\nSource Page: {meta.get('source_page', 'Unknown')}\nSimilarity: {1-dist:.4f}\nDescription: {doc}\nImage Path: {img_path if img_path else 'Download failed'}\n") + image_indices = [] + for i, (doc, meta, dist, img_path, img_bin) in enumerate(zip(image_docs, image_metas, image_results['distances'][0], downloaded_images, image_binaries), 1): + if img_bin: + formatted_images.append(f"Image {i}:\nImage Name: {meta.get('image_name', 'Unknown')}\nSource Page: {meta.get('source_page', 'Unknown')}\nSimilarity: {1-dist:.4f}\nDescription: {doc}\n(Refer to attached Image {i})\n") + image_indices.append(i-1) # index in image_binaries + else: + formatted_images.append(f"Image {i}:\nImage Name: {meta.get('image_name', 'Unknown')}\nSource Page: {meta.get('source_page', 'Unknown')}\nSimilarity: {1-dist:.4f}\nDescription: {doc}\nImage download failed.\n") - # 5. Pass all info to the model + # 6. Pass all info to the model, attach images prompt = ( - "Given the following search results, analyze what the image may contain." - "You may identify characters, species, organizations, types, classes, or purposes only." - "❌ Do NOT guess episode names, scenes, locations, or events under any circumstance — unless the prompt explicitly asks for them." - "If the entity is unclear, fall back to a broader type or category (e.g., 'humanoid alien', 'military uniform')." - "If no identification is possible, say so clearly." + "You are an expert Star Trek analyst. Your task is to identify the user-provided image (attached as Image 0) as specifically as possible. " + "Among the retrieved images and their metadata below, determine which image best matches Image 0. " + "Use the metadata (image name, source page, description, similarity score, and text context) of the closest match to identify the user image. " + "Do NOT mention the match number, just provide the identification. " + "If no close match is found, say so clearly.\n\n" ) - prompt += "\n".join(formatted_text) prompt += "\n".join(formatted_images) - prompt += "\nRespond with one or two lines about your guess of what is in the image." + if text_contexts: + prompt += "\n".join(text_contexts) + prompt += "\nRespond with one or two lines identifying the user-provided image, based on the closest match and its metadata." messages = [ {"role": "system", "content": "You are an expert Star Trek analyst."}, - {"role": "user", "content": prompt} + {"role": "user", "content": prompt, "images": [image_binaries[i] for i in image_indices]} ] + + # Only attach images that were successfully downloaded response = self.ollama_client.chat( model=model, messages=messages, diff --git a/api/memoryalpha/stream.py b/api/memoryalpha/stream.py deleted file mode 100644 index 69b0b24..0000000 --- a/api/memoryalpha/stream.py +++ /dev/null @@ -1,188 +0,0 @@ -import os -from fastapi import APIRouter, Query -from fastapi.responses import StreamingResponse -import json -import re -import time -import logging - -from .rag import MemoryAlphaRAG, ThinkingMode - -router = APIRouter() -logger = logging.getLogger(__name__) - -# Lazy-loaded singleton -rag_instance = None - -def get_rag_instance(): - global rag_instance - if rag_instance is None: - logger.info("Initializing MemoryAlpha RAG instance...") - rag_instance = MemoryAlphaRAG() - logger.info("MemoryAlpha RAG instance initialized successfully") - return rag_instance - -@router.get("/memoryalpha/rag/stream") -def stream_endpoint( - question: str = Query(..., description="The user question"), - thinkingmode: str = Query("DISABLED", description="Thinking mode: DISABLED, QUIET, or VERBOSE"), - max_tokens: int = Query(2048, description="Maximum tokens to generate"), - top_k: int = Query(10, description="Number of documents to retrieve"), - top_p: float = Query(0.8, description="Sampling parameter"), - temperature: float = Query(0.3, description="Randomness/creativity of output") -): - """ - Query the RAG pipeline and return streaming response chunks. - """ - - def generate_stream(): - try: - start_time = time.time() - - # Get RAG instance (lazy-loaded) - rag = get_rag_instance() - - # Set the thinking mode for this request - rag.thinking_mode = ThinkingMode[thinkingmode.upper()] - - # Phase 1: Document retrieval - search_start = time.time() - docs = rag.search(question, top_k=top_k) - search_duration = time.time() - search_start - - # Phase 2: Prompt building - prompt_start = time.time() - system_prompt, user_prompt = rag.build_prompt(question, docs) - - # Build messages for chat - messages = [ - {"role": "system", "content": system_prompt} - ] - - # Add conversation history - for exchange in rag.conversation_history[-3:]: # Last 3 exchanges - messages.append({"role": "user", "content": exchange["question"]}) - messages.append({"role": "assistant", "content": exchange["answer"]}) - - # Add current query - messages.append({"role": "user", "content": user_prompt}) - - # Estimate input tokens (rough approximation) - full_prompt = system_prompt + "\n\n" + user_prompt - for msg in messages[1:]: # Skip system message already included - full_prompt += "\n" + msg["content"] - input_tokens = len(full_prompt.split()) * 1.3 # Rough token estimate - prompt_duration = time.time() - prompt_start - - full_response = "" - current_buffer = "" - in_thinking_block = False - - # Phase 3: LLM generation - generation_start = time.time() - first_token_time = None - - # Stream the response - for chunk in rag.ollama_client.chat( - model=os.getenv("DEFAULT_MODEL"), - messages=messages, - stream=True, - options={"temperature": temperature, "top_p": top_p, "num_predict": max_tokens} - ): - if 'message' in chunk and 'content' in chunk['message']: - content = chunk['message']['content'] - full_response += content - current_buffer += content - - # Track time to first token - if first_token_time is None and content: - first_token_time = time.time() - generation_start - - # Process content based on thinking mode - if rag.thinking_mode == ThinkingMode.DISABLED: - # Filter out thinking blocks in real-time - output_content = "" - i = 0 - while i < len(current_buffer): - if current_buffer[i:].startswith("") and not in_thinking_block: - in_thinking_block = True - i += 7 # Skip "" - elif current_buffer[i:].startswith("") and in_thinking_block: - in_thinking_block = False - i += 8 # Skip "" - current_buffer = current_buffer[i:] - i = 0 - elif not in_thinking_block: - output_content += current_buffer[i] - i += 1 - else: - i += 1 - - # Only update buffer with remaining unprocessed content - if not in_thinking_block: - current_buffer = "" - - # Send filtered content - if output_content: - chunk_data = {"chunk": output_content} - yield f"data: {json.dumps(chunk_data)}\n\n" - else: - # For other modes, send content as-is - chunk_data = {"chunk": content} - yield f"data: {json.dumps(chunk_data)}\n\n" - - generation_duration = time.time() - generation_start - - # Phase 4: Post-processing - processing_start = time.time() - output_tokens = len(full_response.split()) * 1.3 # Rough token estimate - - # Process final response based on thinking mode - if rag.thinking_mode == ThinkingMode.DISABLED: - final_response = rag._clean_response(full_response) - elif rag.thinking_mode == ThinkingMode.QUIET: - final_response = rag._replace_thinking_tags(full_response) - else: # VERBOSE - final_response = full_response.strip() - - # Update history with final processed response - rag._update_history(question, final_response) - processing_duration = time.time() - processing_start - - # Calculate total duration - total_duration = time.time() - start_time - - # Send completion signal with comprehensive metrics - metrics = { - "done": True, - "metrics": { - "duration_seconds": round(total_duration, 3), - "phase_timings": { - "search_seconds": round(search_duration, 3), - "prompt_building_seconds": round(prompt_duration, 3), - "generation_seconds": round(generation_duration, 3), - "post_processing_seconds": round(processing_duration, 3), - "time_to_first_token_seconds": round(first_token_time, 3) if first_token_time else None - }, - "input_tokens_estimated": int(input_tokens), - "output_tokens_estimated": int(output_tokens), - "total_tokens_estimated": int(input_tokens + output_tokens), - "documents_retrieved": len(docs), - "model": rag.model - } - } - yield f"data: {json.dumps(metrics)}\n\n" - - except Exception as e: - # Send error - error_data = {"error": str(e)} - yield f"data: {json.dumps(error_data)}\n\n" - - return StreamingResponse( - generate_stream(), - media_type="text/plain", - headers={ - "Cache-Control": "no-cache", - "Connection": "keep-alive", - } - ) diff --git a/chat.sh b/chat.sh index 7344aea..e54bdc9 100755 --- a/chat.sh +++ b/chat.sh @@ -12,39 +12,105 @@ echo "🖖 Welcome to MemoryAlpha RAG Chat" echo "Type 'quit' or 'exit' to end the session" echo "----------------------------------------" -while true; do - # Prompt for user input - echo -n "❓ Ask about Star Trek: " - read -r question - - # Check for exit commands - if [[ "$question" == "quit" || "$question" == "exit" || "$question" == "q" ]]; then - echo "🖖 Live long and prosper!" - break - fi - - # Skip empty questions - if [[ -z "$question" ]]; then - continue - fi - - # URL encode the question +# Function to handle text question +ask_question() { + local question="$1" + local encoded_question encoded_question=$(printf '%s' "$question" | jq -sRr @uri) - echo "🤖 LCARS Response:" echo "----------------------------------------" - - # Make the streaming request - curl -s -N -H "Accept: text/event-stream" \ - "${BASE_URL}/memoryalpha/rag/stream?question=${encoded_question}&thinkingmode=${THINKING_MODE}&max_tokens=${MAX_TOKENS}&top_k=${TOP_K}&top_p=${TOP_P}&temperature=${TEMPERATURE}" \ - | while IFS= read -r line; do - if [[ $line == data:* ]]; then - chunk=$(echo "${line#data: }" | jq -r '.chunk // empty') - if [[ -n "$chunk" ]]; then - printf "%s" "$chunk" - fi + local response + response=$(curl -s \ + "${BASE_URL}/memoryalpha/rag/ask?question=${encoded_question}&thinkingmode=${THINKING_MODE}&max_tokens=${MAX_TOKENS}&top_k=${TOP_K}&top_p=${TOP_P}&temperature=${TEMPERATURE}") + local answer + answer=$(echo "$response" | jq -r '.response // empty') + if [[ -n "$answer" ]]; then + printf "%s\n" "$answer" + else + local error + error=$(echo "$response" | jq -r '.error // empty') + if [[ -n "$error" ]]; then + printf "Error: %s\n" "$error" + else + printf "No response received.\n" + fi + fi + echo "----------------------------------------" +} + +# Function to handle image identification +identify_image() { + local image_path="$1" + local tmpfile="" + # Check if local file exists + if [[ -f "$image_path" ]]; then + tmpfile="$image_path" + else + # Try to download + echo "Attempting to download image from URL: $image_path" + tmpfile="/tmp/maimg_$$.img" + if ! curl -sSL "$image_path" -o "$tmpfile"; then + echo "Failed to download image. Returning to menu." + [[ -f "$tmpfile" ]] && rm -f "$tmpfile" + return + fi + fi + echo "🤖 LCARS Image Identification:" + echo "----------------------------------------" + local response + response=$(curl -s -X POST \ + -F "file=@${tmpfile}" \ + "${BASE_URL}/memoryalpha/rag/identify?top_k=${TOP_K}") + local answer + answer=$(echo "$response" | jq -r '.model_answer // empty') + if [[ -n "$answer" ]]; then + printf "%s\n" "$answer" + else + local error + error=$(echo "$response" | jq -r '.error // empty') + if [[ -n "$error" ]]; then + printf "Error: %s\n" "$error" + else + printf "No response received.\n" + fi + fi + echo "----------------------------------------" + # Clean up temp file if downloaded + if [[ "$tmpfile" != "$image_path" ]]; then + rm -f "$tmpfile" + fi +} + +while true; do + echo "Choose an option:" + echo " 1) Ask a Star Trek question" + echo " 2) Identify an image" + echo " q) Quit" + echo -n "Enter choice [1/2/q]: " + read -r choice + case "$choice" in + 1) + echo -n "❓ Enter your question: " + read -r question + if [[ -z "$question" ]]; then + continue + fi + ask_question "$question" + ;; + 2) + echo -n "🖼️ Enter local image path or image URL: " + read -r image_path + if [[ -z "$image_path" ]]; then + continue fi - done - - echo -e "\n----------------------------------------" + identify_image "$image_path" + ;; + q|quit|exit) + echo "🖖 Live long and prosper!" + break + ;; + *) + echo "Invalid choice. Please enter 1, 2, or q." + ;; + esac done