AI Decision Extractor

[JayeshWani7]

Title

Build AI Decision Extraction Service

Description

Extract key decisions and insights from Slack messages using LLM.

Goal

Convert unstructured messages into structured knowledge.

Tasks

• Send messages to LLM
• Extract decisions
• Store structured output

🛠️ Tech Context

• Python
• LLM API

Acceptance Criteria

• Accurate extraction
• Handles noisy text

[Sritamsarkar-2028]

@JayeshWani7
I AM SRITAM SARKAR PARTICIPATE NSoC 26
CURRENTLY I AM ALSO WORKING IN LLM BASED PROJECT AND WANT TO CONTRIBUTE IN YOUR PROJECT
I WANT TO WORK IN THIS ISSUE #4

[JayeshWani7]

Hello @Sritamsarkar-2028, let me know your approach first how you will tackle the issue

[Sritamsarkar-2028]

@JayeshWani7

i want to solve the isuue like the following

Slack Message → [Clean & Filter] → [LLM Extraction] → [Validate & Store] → Structured Decision

[Sritamsarkar-2028]

@JayeshWani7

Reads every message coming from Slack
Filters out the noise - removes greetings, emojis, and random chat
Finds the gold - uses AI to spot real decisions, conclusions, and action items
Stores them neatly - saves each decision in an organized way with labels like "who made it," "what was decided," and "how confident we are"
Makes it searchable - now anyone can ask "What decisions did we make about the API?" and get instant answers
for your understanding.

[JayeshWani7]

@Sritamsarkar-2028 You can start working on this