Cohere Finetune Wiki Chat
Chat system using Cohere's fine-tuned models for working with wiki-like knowledge.
Purpose
Demonstrates capabilities:
- Cohere AI integration for specialized knowledge
- Working with fine-tuned models for domain expertise
- Processing wiki-style content through agents
- REPL interface for interactive engagement
Key Features
- Cohere Integration: Using Cohere AI for response generation
- Finetune Support: Working with custom trained models
- Wiki Knowledge: Specialization in wiki-like content
- REPL Interface: Interactive command line
Technology Stack
- Runtime: Bun
- Language: TypeScript
- AI Framework: agent-swarm-kit
- AI Provider: Cohere AI
- Interface: REPL
Project Structure
src/
├── repl.ts # REPL interface
└── lib/
└── swarm.ts # Swarm configuration
Installation and Setup
# Install dependencies
bun install
# Run REPL
bun run src/repl.ts
Configuration
Create a .env
file:
COHERE_API_KEY=your_cohere_api_key
COHERE_MODEL=your_finetune_model_id
Usage Examples
- Wiki Queries: "Tell me about quantum physics"
- Historical Facts: "What happened in 1945?"
- Scientific Concepts: "Explain theory of relativity"
- Educational Content: "How does DNA work?"
Cohere Advantages
- High-quality text generation
- Finetune support for specific domains
- Efficient work with long contexts
- Multilingual support
Applications
Perfect for:
- Educational platforms
- Corporate knowledge bases
- Scientific assistants
- Intelligent reference systems