From 23e0f44e96767bdd8fb8c18bf4d3a4044f9fb5f2 Mon Sep 17 00:00:00 2001 From: JMPonce Date: Tue, 21 Apr 2026 11:39:37 +0200 Subject: [PATCH 1/3] fix(eval): expose full graph/vector context for RAGAS and update mocks for async API - api/main.py + api/models.py: add graph_context and vector_context fields to QueryResponse so evaluation runners can score the actual text the LLM saw instead of placeholder snippets like 'Knowledge graph data for {drug}' - evaluation/runner.py: prefer full graph_context/vector_context with graceful fallback to sources[].snippet for backward compatibility - evaluation/metrics.py: migrate to RAGAS 0.4.x async API using single_turn_ascore + SingleTurnSample, LangchainLLMWrapper for the Gemini OpenAI-compatible endpoint, and GoogleGenerativeAIEmbeddings for embeddings (OpenAI-compat returns 501 for embeddings) - metrics.py: max_tokens raised to 8192 to avoid truncation in Faithfulness and AnswerCorrectness multi-statement prompts - metrics.py: explicit AnswerSimilarity(embeddings=...) wiring for AnswerCorrectness - tests/test_evaluation.py: update mocks to AsyncMock on single_turn_ascore, add test for full context priority in _call_classic --- src/pharmagraphrag/api/main.py | 2 + src/pharmagraphrag/api/models.py | 6 ++ src/pharmagraphrag/evaluation/metrics.py | 84 +++++++++++++++--------- src/pharmagraphrag/evaluation/runner.py | 17 +++-- tests/test_evaluation.py | 28 ++++++-- 5 files changed, 98 insertions(+), 39 deletions(-) diff --git a/src/pharmagraphrag/api/main.py b/src/pharmagraphrag/api/main.py index e95184c..56f14d9 100644 --- a/src/pharmagraphrag/api/main.py +++ b/src/pharmagraphrag/api/main.py @@ -144,6 +144,8 @@ def query(req: QueryRequest) -> QueryResponse: has_graph_context=result.context.has_graph, has_vector_context=result.context.has_vector, sources=sources, + graph_context=result.context.graph_context or "", + vector_context=result.context.vector_context or "", llm_model=llm_model, llm_provider=llm_provider, error=error, diff --git a/src/pharmagraphrag/api/models.py b/src/pharmagraphrag/api/models.py index 1079ca0..03bc0f7 100644 --- a/src/pharmagraphrag/api/models.py +++ b/src/pharmagraphrag/api/models.py @@ -58,6 +58,12 @@ class QueryResponse(BaseModel): has_graph_context: bool = False has_vector_context: bool = False sources: list[SourceInfo] = Field(default_factory=list) + graph_context: str = Field( + "", description="Full graph context passed to the LLM (for evaluation/debugging)." + ) + vector_context: str = Field( + "", description="Full vector context passed to the LLM (for evaluation/debugging)." + ) llm_model: str = "" llm_provider: str = "" error: str | None = None diff --git a/src/pharmagraphrag/evaluation/metrics.py b/src/pharmagraphrag/evaluation/metrics.py index ac0c0fb..2f3fae3 100644 --- a/src/pharmagraphrag/evaluation/metrics.py +++ b/src/pharmagraphrag/evaluation/metrics.py @@ -41,41 +41,47 @@ def scores(self) -> dict[str, float]: def _get_evaluator_llm(model: str = "gemini-2.5-flash"): """Create a RAGAS-compatible LLM wrapper using Gemini via OpenAI compatibility. - Uses the Gemini OpenAI-compatible endpoint to avoid instructor/google-genai - SDK conflicts with safety settings. + Uses LangChain's ChatOpenAI pointed at the Gemini OpenAI-compatible + endpoint, wrapped in LangchainLLMWrapper. Bumps max_tokens to avoid + truncation on multi-statement classification prompts (ContextRecall). """ import os - from openai import OpenAI - from ragas.llms import llm_factory + from langchain_openai import ChatOpenAI + from ragas.llms import LangchainLLMWrapper api_key = os.environ.get("GEMINI_API_KEY", "") if not api_key: raise ValueError("GEMINI_API_KEY env var is required for RAGAS evaluation") - client = OpenAI( + chat = ChatOpenAI( + model=model, api_key=api_key, base_url="https://generativelanguage.googleapis.com/v1beta/openai/", + max_tokens=8192, + temperature=0.0, ) - return llm_factory(model, provider="openai", client=client) + return LangchainLLMWrapper(chat) -def _get_evaluator_embeddings(model: str = "text-embedding-004"): - """Create RAGAS-compatible embeddings using Gemini via OpenAI compatibility.""" +def _get_evaluator_embeddings(model: str = "models/gemini-embedding-001"): + """Create RAGAS-compatible embeddings using Gemini native API. + + The Gemini OpenAI-compatibility endpoint does not support embeddings + (returns 501 UNIMPLEMENTED), so we use the native Google Generative AI + embeddings via langchain-google-genai. + """ import os - from openai import OpenAI - from ragas.embeddings import OpenAIEmbeddings + from langchain_google_genai import GoogleGenerativeAIEmbeddings + from ragas.embeddings import LangchainEmbeddingsWrapper api_key = os.environ.get("GEMINI_API_KEY", "") if not api_key: raise ValueError("GEMINI_API_KEY env var is required for RAGAS evaluation") - client = OpenAI( - api_key=api_key, - base_url="https://generativelanguage.googleapis.com/v1beta/openai/", - ) - return OpenAIEmbeddings(client=client, model=model) + embeddings = GoogleGenerativeAIEmbeddings(model=model, google_api_key=api_key) + return LangchainEmbeddingsWrapper(embeddings) def get_reference_free_metrics( @@ -105,15 +111,23 @@ def get_reference_metrics( Returns context precision, context recall, and answer correctness. """ - from ragas.metrics import AnswerCorrectness, ContextPrecision, ContextRecall + from ragas.metrics import ( + AnswerCorrectness, + AnswerSimilarity, + ContextPrecision, + ContextRecall, + ) llm = llm or _get_evaluator_llm() embeddings = embeddings or _get_evaluator_embeddings() + # AnswerCorrectness needs an explicit AnswerSimilarity (embeddings-based) + answer_similarity = AnswerSimilarity(embeddings=embeddings) + return [ ContextPrecision(llm=llm), ContextRecall(llm=llm), - AnswerCorrectness(llm=llm, embeddings=embeddings), + AnswerCorrectness(llm=llm, embeddings=embeddings, answer_similarity=answer_similarity), ] @@ -141,23 +155,33 @@ def score_sample( llm = llm or _get_evaluator_llm() embeddings = embeddings or _get_evaluator_embeddings() + import asyncio + + from ragas.dataset_schema import SingleTurnSample + metrics = get_reference_free_metrics(llm, embeddings) if reference: metrics.extend(get_reference_metrics(llm, embeddings)) - results = [] - for metric in metrics: - try: - score = metric.single_score( - user_input=question, - response=answer, - retrieved_contexts=contexts, - reference=reference, - ) - results.append(MetricResult(name=type(metric).__name__, score=score)) - except Exception as exc: - logger.warning("Metric {} failed: {}", type(metric).__name__, exc) - results.append(MetricResult(name=type(metric).__name__, score=-1.0)) + sample = SingleTurnSample( + user_input=question, + response=answer, + retrieved_contexts=contexts, + reference=reference, + ) + + async def _score_all() -> list[MetricResult]: + out: list[MetricResult] = [] + for metric in metrics: + try: + score = await metric.single_turn_ascore(sample) + out.append(MetricResult(name=type(metric).__name__, score=float(score))) + except Exception as exc: + logger.warning("Metric {} failed: {}", type(metric).__name__, exc) + out.append(MetricResult(name=type(metric).__name__, score=-1.0)) + return out + + results = asyncio.run(_score_all()) return EvalResult( question=question, diff --git a/src/pharmagraphrag/evaluation/runner.py b/src/pharmagraphrag/evaluation/runner.py index 74b2c5e..d9a5962 100644 --- a/src/pharmagraphrag/evaluation/runner.py +++ b/src/pharmagraphrag/evaluation/runner.py @@ -58,10 +58,19 @@ def _call_classic(question: str, config: RunConfig) -> PipelineResponse: data = resp.json() contexts = [] - for src in data.get("sources", []): - snippet = src.get("snippet", "") - if snippet: - contexts.append(snippet) + # Prefer full graph/vector context (the text the LLM actually saw) + graph_ctx = data.get("graph_context", "") + if graph_ctx: + contexts.append(graph_ctx) + vector_ctx = data.get("vector_context", "") + if vector_ctx: + contexts.append(vector_ctx) + # Fallback to snippets (older API versions) + if not contexts: + for src in data.get("sources", []): + snippet = src.get("snippet", "") + if snippet: + contexts.append(snippet) return PipelineResponse( answer=data.get("answer", ""), diff --git a/tests/test_evaluation.py b/tests/test_evaluation.py index ebb8801..bc5dec0 100644 --- a/tests/test_evaluation.py +++ b/tests/test_evaluation.py @@ -8,7 +8,7 @@ import json from pathlib import Path -from unittest.mock import MagicMock, patch +from unittest.mock import AsyncMock, MagicMock, patch import pytest @@ -207,7 +207,7 @@ class TestScoreSample: @patch("pharmagraphrag.evaluation.metrics.get_reference_free_metrics") def test_score_without_reference(self, mock_free, mock_llm, mock_emb): mock_metric = MagicMock() - mock_metric.single_score.return_value = 0.85 + mock_metric.single_turn_ascore = AsyncMock(return_value=0.85) type(mock_metric).__name__ = "Faithfulness" mock_free.return_value = [mock_metric] @@ -226,12 +226,12 @@ def test_score_without_reference(self, mock_free, mock_llm, mock_emb): @patch("pharmagraphrag.evaluation.metrics.get_reference_free_metrics") def test_score_with_reference(self, mock_free, mock_ref, mock_llm, mock_emb): mock_metric1 = MagicMock() - mock_metric1.single_score.return_value = 0.9 + mock_metric1.single_turn_ascore = AsyncMock(return_value=0.9) type(mock_metric1).__name__ = "Faithfulness" mock_free.return_value = [mock_metric1] mock_metric2 = MagicMock() - mock_metric2.single_score.return_value = 0.7 + mock_metric2.single_turn_ascore = AsyncMock(return_value=0.7) type(mock_metric2).__name__ = "ContextRecall" mock_ref.return_value = [mock_metric2] @@ -250,7 +250,7 @@ def test_score_with_reference(self, mock_free, mock_ref, mock_llm, mock_emb): @patch("pharmagraphrag.evaluation.metrics.get_reference_free_metrics") def test_score_handles_metric_error(self, mock_free, mock_llm, mock_emb): mock_metric = MagicMock() - mock_metric.single_score.side_effect = RuntimeError("API error") + mock_metric.single_turn_ascore = AsyncMock(side_effect=RuntimeError("API error")) type(mock_metric).__name__ = "Faithfulness" mock_free.return_value = [mock_metric] @@ -304,6 +304,24 @@ def test_successful_call(self, mock_post): assert len(resp.contexts) == 2 assert resp.error is None + @patch("pharmagraphrag.evaluation.runner.httpx.post") + def test_prefers_full_contexts_over_snippets(self, mock_post): + mock_response = MagicMock() + mock_response.json.return_value = { + "answer": "ok", + "graph_context": "Drug: ASPIRIN\nAdverse events: DYSPNOEA 489", + "vector_context": "Full label text for aspirin...", + "sources": [{"snippet": "truncated snippet", "type": "graph"}], + } + mock_response.raise_for_status = MagicMock() + mock_post.return_value = mock_response + + resp = _call_classic("q?", RunConfig(api_url="http://t")) + + assert len(resp.contexts) == 2 + assert "DYSPNOEA 489" in resp.contexts[0] + assert "Full label text" in resp.contexts[1] + @patch("pharmagraphrag.evaluation.runner.httpx.post") def test_handles_error(self, mock_post): mock_post.side_effect = Exception("Connection refused") From 6c77c68e82f656092b2c889501f2fe5dbe908f72 Mon Sep 17 00:00:00 2001 From: JMPonce Date: Tue, 21 Apr 2026 11:54:43 +0200 Subject: [PATCH 2/3] fix(api): gate full context behind include_full_context flag Addresses PR review feedback: - Add include_full_context flag (default False) to QueryRequest so large graph/vector context is opt-in - Make graph_context/vector_context optional (None by default) in QueryResponse - Update /query endpoint to respect the flag - Update evaluation runner to set include_full_context=True when calling classic - Add langchain-openai dependency (used by RAGAS metrics via OpenAI-compatible endpoint) --- assets/Langfuse.gif | Bin 0 -> 278051 bytes pyproject.toml | 1 + src/pharmagraphrag/api/main.py | 8 ++++++-- src/pharmagraphrag/api/models.py | 17 +++++++++++++---- src/pharmagraphrag/evaluation/runner.py | 2 +- uv.lock | 2 ++ 6 files changed, 23 insertions(+), 7 deletions(-) create mode 100644 assets/Langfuse.gif diff --git a/assets/Langfuse.gif b/assets/Langfuse.gif new file mode 100644 index 0000000000000000000000000000000000000000..c6ea3e6e717c956499cd25d8bc6db74e76cd1a5c GIT binary patch literal 278051 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"ragas>=0.4.3", diff --git a/src/pharmagraphrag/api/main.py b/src/pharmagraphrag/api/main.py index 56f14d9..e4181d2 100644 --- a/src/pharmagraphrag/api/main.py +++ b/src/pharmagraphrag/api/main.py @@ -144,8 +144,12 @@ def query(req: QueryRequest) -> QueryResponse: has_graph_context=result.context.has_graph, has_vector_context=result.context.has_vector, sources=sources, - graph_context=result.context.graph_context or "", - vector_context=result.context.vector_context or "", + graph_context=(result.context.graph_context or "") + if req.include_full_context + else None, + vector_context=(result.context.vector_context or "") + if req.include_full_context + else None, llm_model=llm_model, llm_provider=llm_provider, error=error, diff --git a/src/pharmagraphrag/api/models.py b/src/pharmagraphrag/api/models.py index 03bc0f7..0da909b 100644 --- a/src/pharmagraphrag/api/models.py +++ b/src/pharmagraphrag/api/models.py @@ -32,6 +32,11 @@ class QueryRequest(BaseModel): default=None, description="LLM model to use (e.g. 'gemini-2.5-flash'). Uses server default if not set.", ) + include_full_context: bool = Field( + False, + description="Include full graph_context and vector_context in the response. " + "Disabled by default to keep payloads small; enable for evaluation or debugging.", + ) # --------------------------------------------------------------------------- @@ -58,11 +63,15 @@ class QueryResponse(BaseModel): has_graph_context: bool = False has_vector_context: bool = False sources: list[SourceInfo] = Field(default_factory=list) - graph_context: str = Field( - "", description="Full graph context passed to the LLM (for evaluation/debugging)." + graph_context: str | None = Field( + None, + description="Full graph context passed to the LLM. Only populated when " + "include_full_context=True in the request (for evaluation/debugging).", ) - vector_context: str = Field( - "", description="Full vector context passed to the LLM (for evaluation/debugging)." + vector_context: str | None = Field( + None, + description="Full vector context passed to the LLM. Only populated when " + "include_full_context=True in the request (for evaluation/debugging).", ) llm_model: str = "" llm_provider: str = "" diff --git a/src/pharmagraphrag/evaluation/runner.py b/src/pharmagraphrag/evaluation/runner.py index d9a5962..d176838 100644 --- a/src/pharmagraphrag/evaluation/runner.py +++ b/src/pharmagraphrag/evaluation/runner.py @@ -46,7 +46,7 @@ class PipelineResponse: def _call_classic(question: str, config: RunConfig) -> PipelineResponse: """Call the classic pipeline via POST /query.""" url = f"{config.api_url}/query" - body: dict[str, Any] = {"question": question} + body: dict[str, Any] = {"question": question, "include_full_context": True} if config.model: body["model"] = config.model diff --git a/uv.lock b/uv.lock index 10724c7..3e5b9e7 100644 --- a/uv.lock +++ b/uv.lock @@ -2984,6 +2984,7 @@ dependencies = [ { name = "httpx" }, { name = "langchain-core" }, { name = "langchain-google-genai" }, + { name = "langchain-openai" }, { name = "langfuse" }, { name = "langgraph" }, { name = "loguru" }, @@ -3025,6 +3026,7 @@ requires-dist = [ { name = "httpx", specifier = ">=0.28" }, { name = "langchain-core", specifier = ">=1.2.22" }, { name = "langchain-google-genai", specifier = ">=4.2.1" }, + { name = "langchain-openai", specifier = ">=1.1.0" }, { name = "langfuse", specifier = ">=4.3.1" }, { name = "langgraph", specifier = ">=1.1.3" }, { name = "loguru", specifier = ">=0.7" }, From 6612565ed62a73a2fd80b5fd0f296554517bc177 Mon Sep 17 00:00:00 2001 From: JMPonce Date: Tue, 21 Apr 2026 12:16:37 +0200 Subject: [PATCH 3/3] ci: only run docker-build when Docker or deps change Uses dorny/paths-filter to detect changes in docker/, pyproject.toml, uv.lock, requirements.txt or ci.yml. PRs that only touch Python code will skip the ~6-10 min Docker build. To force a build, include '[docker]' in the commit message. --- .github/workflows/ci.yml | 26 +++++++++++++++++++++++--- 1 file changed, 23 insertions(+), 3 deletions(-) diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 31023e4..aaa7056 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -57,13 +57,33 @@ jobs: path: coverage.xml # --------------------------------------------------------------- - # Job 2 — Build Docker images (only when Docker files change) + # Job 0 — Detect whether Docker-relevant files changed + # --------------------------------------------------------------- + changes: + runs-on: ubuntu-latest + outputs: + docker: ${{ steps.filter.outputs.docker }} + steps: + - uses: actions/checkout@v4 + - uses: dorny/paths-filter@v3 + id: filter + with: + filters: | + docker: + - 'docker/**' + - 'pyproject.toml' + - 'uv.lock' + - 'requirements.txt' + - '.github/workflows/ci.yml' + + # --------------------------------------------------------------- + # Job 2 — Build Docker images (only when Docker-relevant files change) # --------------------------------------------------------------- docker-build: runs-on: ubuntu-latest - needs: lint-and-test + needs: [lint-and-test, changes] if: > - github.event_name == 'pull_request' || + needs.changes.outputs.docker == 'true' || contains(github.event.head_commit.message, '[docker]') steps: