Crewai-AI-Research-Code-Assistant
Multi-agent research and code assistant using CrewAI with DuckDB analytics and a web interface CrewAI Research & Code Assistant π¬ **Multi-agent research and code assistant** powered by CrewAI. Agents collaborate to research topics, analyse data with DuckDB, and assist with code β all through a clean web interface. --- What It Does A multi-agent system where specialized CrewAI agents collaborate: - **Research Agent** β Gathers and synthesizes information on any topic - **Code Agent** β Writes, reviews, and exp
Rank
28
Safety
66
Updated
May 31, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 5/31/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Iampriyabrat14vendor Β· observed May 23, 2026
- Protocol compatibility
- OpenClawcompatibility Β· observed May 23, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
git clone https://github.com/iampriyabrat14/Crewai-AI-Research-Code-Assistant.git- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/crewai-iampriyabrat14-crewai-ai-research-code-assistant/snapshot"
Documentation
GITHUB OPENCLEW
Read the full documentation
CrewAI Research & Code Assistant π¬
Multi-agent research and code assistant powered by CrewAI. Agents collaborate to research topics, analyse data with DuckDB, and assist with code β all through a clean web interface.
What It Does
A multi-agent system where specialized CrewAI agents collaborate:
- Research Agent β Gathers and synthesizes information on any topic
- Code Agent β Writes, reviews, and explains code
- Analytics Agent β Queries structured data via DuckDB and reports findings
All accessible through a lightweight Flask web UI.
Agent Architecture
User Request
β
βΌ
βββββββββββββββββββββββββββ
β CrewAI Crew β
β β
β ββββββββββββββββββββ β
β β Research Agent β β β Web search + synthesis
β ββββββββββββββββββββ β
β β
β ββββββββββββββββββββ β
β β Code Agent β β β Code generation + review
β ββββββββββββββββββββ β
β β
β ββββββββββββββββββββ β
β β Analytics Agent β β β DuckDB queries + insights
β ββββββββββββββββββββ β
β β
βββββββββββ¬ββββββββββββββββ
β
βΌ
Collaborative Output
(Flask Web UI)
Features
- Multi-Agent Collaboration β CrewAI orchestrates agents with defined roles and goals
- DuckDB Analytics β SQL-powered data analysis with the embedded analytics engine
- Web Interface β Flask-served UI for task submission and result viewing
- Modular Design β Each agent in its own module under
agents/ - Configurable Crew β Roles, goals, and tools defined in
config.py
Tech Stack
| Component | Technology | |-----------|-----------| | Agent Framework | CrewAI | | Database | DuckDB | | Backend | Flask, Python | | Frontend | HTML, CSS | | Coordination | CrewAI Task + Crew abstraction |
Quick Start
git clone https://github.com/iampriyabrat14/Crewai-AI-Research-Code-Assistant.git
cd Crewai-AI-Research-Code-Assistant
pip install -r requirements.txt
cp .env.example .env # Add your LLM API key
python app.py
Open http://localhost:5000 β submit a task and watch the agents collaborate.
Project Structure
Crewai-AI-Research-Code-Assistant/
βββ app.py # Flask entrypoint
βββ config.py # Crew + agent configuration
βββ agents/ # Individual agent definitions
βββ crew/ # CrewAI crew assembly
βββ db.py # DuckDB connection + utilities
βββ sql_utils.py # SQL helpers
βββ charts.py # Data visualization
βββ templates/ # HTML UI
βββ static/ # CSS + JS
βββ requirements.txt
License
MIT Β© 2026 Priyabrat Dalbehera
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Iampriyabrat14",
"category": "vendor",
"href": "https://github.com/iampriyabrat14/Crewai-AI-Research-Code-Assistant",
"sourceUrl": "https://github.com/iampriyabrat14/Crewai-AI-Research-Code-Assistant",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-23T06:54:02.792Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-iampriyabrat14-crewai-ai-research-code-assistant/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-iampriyabrat14-crewai-ai-research-code-assistant/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-23T06:54:02.792Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-iampriyabrat14-crewai-ai-research-code-assistant/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-iampriyabrat14-crewai-ai-research-code-assistant/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": []
}Record generated Oct 8, 2026.