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20 changes: 8 additions & 12 deletions project_4/deep_research.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -468,19 +468,15 @@
"outputs": [],
"source": [
"from ddgs import DDGS\n",
"from langchain.tools import Tool\n",
"from langchain.tools import tool\n",
"\n",
"@tool(\"DuckDuckGo Search\")\n",
"def ddg_search(query: str, k: int = 5) -> str:\n",
" \"Search the public web. Input: a plain English query. Returns: concatenated snippets.\"\n",
" # Use DDGS to run a simple web search and return joined snippets.\n",
" \"\"\"\n",
" YOUR CODE HERE (~6 lines of code)\n",
" \"\"\"\n",
"\n",
"search_tool = Tool(\n",
" name=\"DuckDuckGo Search\",\n",
" func=ddg_search,\n",
" description=\"Search the public web. Input: a plain English query. Returns: concatenated snippets.\"\n",
")\n"
" ###\n",
" # YOUR CODE HERE (~6 lines of code)\n",
" ###\n"
]
},
{
Expand All @@ -490,8 +486,8 @@
"metadata": {},
"outputs": [],
"source": [
"from langchain.agents import initialize_agent, AgentType\n",
"from langchain_community.chat_models import ChatOllama\n",
"from langchain.agents import create_agent\n",
"from langchain_ollama import ChatOllama\n",
"\n",
"MODEL = \"deepseek-r1:8b\"\n",
"question = \"What are the best resources to learn machine learning in 2025?\"\n",
Expand Down
16 changes: 9 additions & 7 deletions project_4/environment.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -3,14 +3,16 @@ channels:
- defaults
dependencies:
- python=3.11
- pip:
- pip
- torch==2.9.0
- transformers==4.57.1
- ollama-python==0.1.2
- ddgs==9.4.0
- langchain-openai==0.3.27
- langchain-community==0.3.27
- openai==1.86.0
- langchain==0.3.26
- langchain==1.0.0
- langchain-classic==1.0.0
- langchain-community==0.4
- langchain-core==1.0.0
- langchain-ollama==1.0.0
- langchain-openai==1.0.0
- openai==2.5.0
- jupyter==1.1.1
- ipykernel==6.29.5
- ipykernel==6.29.5