Overview
This workflow enables users to interact with an advanced AI research assistant directly through Telegram. Leveraging GPT-4o, DeepSeek R1, and SerpAPI, it delivers real-time, AI-driven research and conversational support.
Key Features
- Telegram Integration: Users initiate research queries via Telegram messages.
- AI Agents: Utilizes both OpenAI GPT-4o and DeepSeek R1 models for comprehensive responses.
- Web Search: Integrates SerpAPI to fetch up-to-date web data for research queries.
- Memory Buffer: Maintains conversational context for coherent, multi-turn interactions.
Benefits
- Instant Research: Provides users with immediate, AI-generated research and answers.
- Seamless Communication: Users interact naturally via Telegram, enhancing accessibility.
- Contextual Responses: Memory buffer ensures continuity and relevance in conversations.
- Time Savings: Automates information gathering, reducing manual research effort.
Use Cases
- Academic or business research on-demand via chat.
- Customer support with AI-powered, real-time information retrieval.
- Market or competitor analysis using live web data.
Integrations & Automation
- Telegram: For user input and response delivery.
- OpenAI & DeepSeek: For advanced language understanding and generation.
- SerpAPI: For real-time web search capabilities.
- LangChain Memory: For maintaining conversation context.
This workflow streamlines research and communication, delivering fast, accurate insights through automation.
