add sme generation prompt

[nickcom007]

Pull Request

Description

This pull request introduces a Mech tool to establish Subject Matter Expert (SME) roles for specific market-related questions. The resulting SME introduction can serve as a system prompt to guide downstream language models (LLMs) in answering those questions.

Currently, AI Mech works primarily with proprietary LLMs like GPT-3.5 and GPT-4 due to their strong generalization abilities. However, this tool has the potential to integrate other specialized domain LLMs for decision-making in specific areas. For instance, we can fine-tune an open-source LLM with content related to blockchain and quantitative finance to enhance its expertise in blockchain investment and probability estimation. This enables us to address questions like, "Will Tether cause a crypto market collapse by the end of 2024?" We can also manage risk preferences for these fine-tuned roles in line with our investment strategy.

Furthermore, the trading community can collaborate to develop a set of domain-specific LLMs to address a wide array of questions and contribute additional tools that can leverage the capabilities of these domain-specific LLMs within the Mech ecosystem.

Flow Diagram

Changes

• Add a new tool to create SME roles for a given market conditional question
• Allow user to specify the sme_role_system_prompt in the mech/tools/prediction_request.py

Additional Notes

• Author: Yizhe Wen ([email protected])
• Contributed by FLock.io. We bring large model fine-tuning to Web 3.

[0xArdi]

Looks great, thanks @nickcom007

[0xarmagan]

Hello this is Armagan from Gnosis

Congratulations on winning a prize for the Best Mech Mech Tool in the Prediction Agent Hackathon! Your innovative contribution stood out, and we're excited to award your work.

Please reply to this comment with your Gnosis Chain wallet address so we can proceed with transferring your prize in xDAI.

Thank you for your fantastic work and looking forward to your continued contributions!

[nickcom007]

Hello this is Armagan from Gnosis

Congratulations on winning a prize for the Best Mech Mech Tool in the Prediction Agent Hackathon! Your innovative contribution stood out, and we're excited to award your work.

Please reply to this comment with your Gnosis Chain wallet address so we can proceed with transferring your prize in xDAI.

Thank you for your fantastic work and looking forward to your continued contributions!

Hey, sorry for the delay.

My wallet address is 0xbB73ac55844B3dECc557585bCBCd7bD9c320ECb8

Thanks!