https://github.com/extrawest/langgraph_agentic_rag_astradb_cassio

Langgraph Agentic RAG AstraDB Cassio Vector Store Showcase
https://github.com/extrawest/langgraph_agentic_rag_astradb_cassio

agent ai astra cassio demo langgraph rag tool-calling vector-database

Last synced: 3 months ago
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Langgraph Agentic RAG AstraDB Cassio Vector Store Showcase

• Host: GitHub
• URL: https://github.com/extrawest/langgraph_agentic_rag_astradb_cassio
• Owner: extrawest
• License: apache-2.0
• Created: 2024-12-10T10:58:23.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-12-10T11:02:20.000Z (6 months ago)
• Last Synced: 2025-01-03T12:16:05.462Z (5 months ago)
• Topics: agent, ai, astra, cassio, demo, langgraph, rag, tool-calling, vector-database
• Language: Python
• Homepage:
• Size: 19.5 KB
• Stars: 1
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
#  Langgraph Agentic RAG AstraDB Cassio Vector Store

[![Maintenance](https://img.shields.io/badge/Maintained%3F-yes-green.svg)]()

[![Maintaner](https://img.shields.io/static/v1?label=Andriy%20Gulak&message=Maintainer&color=red)](mailto:[email protected])

[![Ask Me Anything !](https://img.shields.io/badge/Ask%20me-anything-1abc9c.svg)](https://github.com/extrawest/langgraph_agentic_rag_astradb_cassio/issues)

[![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

## PROJECT INFO

- **Langgraph Agentic Chatbot**

- Groq API - Gemma2-9b-it

- Tool calling

- StateGraph

- AstraDB Cassio Vector DB

## Features

- Langgraph Agentic RAG that can answer questions based on Vector Store data and if not answer in db it searches the help of Wikipedia tool

### Output Graph:

![output_graph](https://github.com/user-attachments/assets/3fadfa6c-539e-47a9-b4da-8d4eb27ded93)

 

## Installing:

**1. Clone this repo to your folder:**

```

git clone THIS REPO

```

**2. Create a virtual environment**

**3. Install the dependencies**

```

pip install -r requirements.txt

``` 

[Extrawest.com](https://www.extrawest.com), 2024