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sha256: 5d7c0e5f0005f74112a34a7425179f4eb6e73c92f5d109e6af4ddeca407c92ab - md5: c9f075ab2f33b3bbee9e62d4ad0a6cd8 - depends: - - __glibc >=2.17,<3.0.a0 - - libgcc >=13 - - libzlib 1.3.1 hb9d3cd8_2 - license: Zlib - license_family: Other - purls: [] - size: 92286 - timestamp: 1727963153079 - kind: conda name: zstandard version: 0.23.0 diff --git a/pixi.toml b/pixi.toml index 9dd8e81f..45a90b68 100644 --- a/pixi.toml +++ b/pixi.toml @@ -38,6 +38,11 @@ quarto = "*" openai = "*" azure-ai-inference = "*" mistralai = "*" +langchain_anthropic = "*" +langchain-community = "*" +langgraph = "*" +tavily-python = "*" +langgraph-checkpoint-sqlite = "*" [tasks] GIT_TOKEN_CHECK = "os.getenv(GITHUB_TOKEN)" From b114db59756dd65e8d81131012e16a2f5cfb2c34 Mon Sep 17 00:00:00 2001 From: sayantikabanik Date: Sat, 4 Jan 2025 16:58:30 +0700 Subject: [PATCH 2/6] wip boilerplate --- .../langchain/getting_started.py | 27 +++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 analytics_framework/langchain/getting_started.py diff --git a/analytics_framework/langchain/getting_started.py b/analytics_framework/langchain/getting_started.py new file mode 100644 index 00000000..ed5ba83f --- /dev/null +++ b/analytics_framework/langchain/getting_started.py @@ -0,0 +1,27 @@ +# Import relevant functionality +from langchain_anthropic import ChatAnthropic +from langchain_community.tools.tavily_search import TavilySearchResults +from langchain_core.messages import HumanMessage +from langgraph.checkpoint.memory import MemorySaver +from langgraph.prebuilt import create_react_agent + +# Create the agent +memory = MemorySaver() +model = ChatAnthropic(model_name="claude-3-sonnet-20240229") +search = TavilySearchResults(max_results=2) +tools = [search] +agent_executor = create_react_agent(model, tools, checkpointer=memory) + +# Use the agent +config = {"configurable": {"thread_id": "abc123"}} +for chunk in agent_executor.stream( + {"messages": [HumanMessage(content="hi im bob! and i live in sf")]}, config +): + print(chunk) + print("----") + +for chunk in agent_executor.stream( + {"messages": [HumanMessage(content="whats the weather where I live?")]}, config +): + print(chunk) + print("----") From 106ed299d43ac8067b8d8d019b1649192acc7178 Mon Sep 17 00:00:00 2001 From: sayantikabanik Date: Sat, 4 Jan 2025 17:00:54 +0700 Subject: [PATCH 3/6] readme update with exp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ce82253e..1b723da4 100644 --- a/README.md +++ b/README.md @@ -54,6 +54,7 @@ Each layer has a certain strength of communication inbuilt ✅ Web UI build on [Flask](https://flask.palletsprojects.com/en/3.0.x/) \ ✅ Web UI re-done and expanded with [FastHTML](https://docs.fastht.ml/)\ ✅ Leverage AI models to analyse data [GitHub AI models Beta](https://docs.github.com/en/github-models/prototyping-with-ai-models) +✨ LangChain integration ### ☕️ Quickly getting started with DataJourney From 5b36b9ced98b0da4fa0dcc37ebfafcd8431cd639 Mon Sep 17 00:00:00 2001 From: sayantikabanik Date: Mon, 6 Jan 2025 11:23:05 +0700 Subject: [PATCH 4/6] langchain env fix --- pixi.lock | 1551 ++++++++++++++++++++++++++++++++++++++++++++--------- pixi.toml | 3 +- 2 files changed, 1286 insertions(+), 268 deletions(-) diff --git a/pixi.lock b/pixi.lock index 68b53f96..1a19c6df 100644 --- a/pixi.lock +++ b/pixi.lock @@ -17,7 +17,7 @@ environments: - 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