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Current best way for querying a codebase/document store in a local chat?

BACKGROUND
1 SIGNALFIRST DETECTED 3 April 2026
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How the story developed
Other feeds and industry voices
15 Apr
Using Locally hosted LLMs for the workplace

<!-- SC_OFF --><div class="md"><p>There are thoughts going on about using AI to manage workflows in company, but this might involve feeding the AI database sensitive data. </p>

OPINION · HOW · LocalLLaMAOPEN STORY
13 Apr
ClaudeCode CLI experience but with local LLMs — what are you guys using?

<!-- SC_OFF --><div class="md"><p>Been using ClaudeCode CLI with Opus 4.6 and many MCP's and honestly its addicting. </p> <p>Just tell it what to build and it does everything —

OPINION · HOW · LocalLLaMAOPEN STORY
10 Apr
Am I the only one who cares less about smarter and more about can I keep parts of this local?

<!-- SC_OFF --><div class="md"><p>Maybe this is just where my brain has gone lately, but I’m finding myself less impressed by raw model benchmarks and more interested in

OPINION · WHO · LocalLLaMAOPEN STORY
7 Apr
Local Arabic Legal Chatbot (RAG + LLM) – Need Advice

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I’m currently working on a project to build a <strong>100% local AI chatbot</strong> for a government-related use case

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
What are you doing for security on local agents with tool access?

<!-- SC_OFF --><div class="md"><p>I've been thinking about this as local models get better at </p> <p>tool use — shell access, file system, HTTP requests, MCP. </p> <p>If a prompt

OPINION · WHO · LocalLLaMAOPEN STORY
23 Mar
Best frontend option for local coding?

<!-- SC_OFF --><div class="md"><p>I've been running KoboldCPP as my backend and then Silly Tavern for D&amp;D, but are there better frontend options for coding specifically? I am

OPINION · WHEN · LocalLLaMAOPEN STORY
29 Mar
Looking for a local uncensored AI (text generation + image editing)

<!-- SC_OFF --><div class="md"><p>Hello everyone,</p> <p>I’m looking for an AI that runs entirely locally on my PC, without needing an internet connection.</p> <p>I’d like it to

OPINION · WHAT · LocalLLaMAOPEN STORY
1 May
DeepSeek V4 Flash as a cheap worker in your LLM stack: $0.0003/call via MCP, swappable endpoint

<!-- SC_OFF --><div class="md"><p>Most of my LLM cost was on the wrong tier of work.</p> <p>Classification, extraction, JSON formatting, summarization I'm going to review anyway.

OPINION · HOW · LocalLLaMAOPEN STORY
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