Best AI tools for< Read Codebase >

TolyGPT is an AI-powered chatbot that is specifically trained on the Solana validator codebase. It can read an entire codebase and generate documentation, making it a valuable tool for developers seeking information and insights about the validator. The chatbot is powered by ChatGPT and uses the GPT-3.5 model to provide accurate and relevant responses. TolyGPT's core functionality is now open source as Autodoc, allowing developers to access and utilize its capabilities. Users can interact with TolyGPT to ask questions and learn more about the Solana validator codebase.

DigestDiff is an AI-driven tool that helps users analyze and understand commit history in codebases. It provides detailed narratives based on commit logs, accelerates onboarding by summarizing codebase evolution, and generates release notes using AI. The tool prioritizes privacy by only requiring read-only access to commit history and never storing code or release notes.

Kamara is an AI-powered coder that functions as a VS Code extension. It adapts to your codebase, effortlessly implementing features across multiple files. Kamara works best with short files and specific implementation ideas. It uses a credit-based system for payment, where users pay for the code read and written. The team actively working on Kamara includes Gonza Nardini and Diego Vazquez. Users can provide feedback and join the Discord server for support.

Read AI is an AI-powered application that enhances productivity by generating summaries, transcripts, and highlights for meetings, emails, and messages. It offers features like real-time meeting summaries, smart scheduler, speaker coach insights, and multi-language support. Read AI helps users save time, improve communication, and stay organized across various platforms. With a focus on security and actionable accountability, it aims to streamline workflows and maximize productivity for knowledge workers.

Read AI is an AI-powered application that enhances productivity by generating summaries, transcripts, and highlights for meetings, emails, and messages. It offers features like playback, coaching, smart scheduling, and integrations with various platforms. With multi-language support and secure handling of data, Read AI aims to streamline communication and collaboration for users across different languages and industries.

Read This Twice is a website dedicated to recommending books worth reading twice. It offers a curated collection of book recommendations from notable figures like Barack Obama, Bill Gates, Oprah Winfrey, and others. The platform ensures authenticity by verifying each recommendation and providing a source link. Users can explore various reading lists, discover new books, and receive personalized recommendations through an AI-driven book recommendation assistant called 'Sona.'

Read Easy.ai is an AI tool designed to make text easy to read for individuals with low literacy skills. It offers powerful tools for editors, readers, and developers to enhance readability and inclusivity. With features like Microsoft Office Add-ins, Chrome Extension, and Developer API, Read Easy.ai aims to improve text comprehension and accessibility for diverse audiences across multiple languages.

Read It is an AI-powered tool that allows users to convert newsletters and articles into podcasts effortlessly. By utilizing cutting-edge AI text-to-speech technology, users can listen to their favorite written content on the go. The tool provides users with a personal podcast feed URL upon sign-up, enabling them to add articles through email forwarding or using a bookmarklet. With a user-friendly interface and pay-as-you-go model, Read It offers a seamless experience for turning text-based content into audio podcasts.

Tarot Read AI is an immersive AI tarot reading platform that offers free tarot readings for users seeking divine guidance. The website provides insights into tarot card meanings, tips for asking better questions, and personalized advice based on user queries. Users can access single card or three-card spreads and choose from various reader options. The platform aims to provide fun, learning, and quick advice to individuals at any stage of life, emphasizing the unique human touch that AI cannot fully replicate in tarot readings.

This AI-powered tool allows you to effortlessly convert written articles into engaging, podcast-quality audio. With just a click, you can transform your content into captivating audio experiences, making it accessible to a wider audience and enhancing its impact.

Trustpilot is a Danish consumer review website that hosts reviews of businesses from consumers. It was founded in 2007 by Peter Mühlmann and Kasper Hulthin. The company is headquartered in Copenhagen, Denmark, and has offices in London, New York City, Berlin, and Sydney. Trustpilot has over 120 million reviews of businesses in over 100 countries. The website allows consumers to read reviews of businesses, write their own reviews, and compare businesses side-by-side. Trustpilot also offers a business subscription service that provides businesses with tools to manage their online reputation.

Speechify is the #1 rated AI text to speech app in its category with over 250,000 5 star reviews. It is available as a Chrome extension, iOS app, Android app, Microsoft Edge Add-on, and web app. Speechify can convert any text into natural-sounding AI voice in over 50 languages and accents. It can also read aloud any PDF, doc, or web page. Speechify is used by students, professionals, readers, and those who struggle to read. It can help with reading comprehension, focus, and retention. Speechify is also a great tool for people with disabilities such as dyslexia, ADHD, and dry eyes.

Unriddle is an AI-powered research and writing tool that helps users quickly find, summarize, and understand information from documents. It uses natural language processing and machine learning to generate AI assistants that can be placed on top of any document, providing users with real-time insights and summaries. Unriddle also offers a variety of features to help users write better, including AI-powered autocomplete and grammar checking. With Unriddle, users can save time on research and writing, and produce higher-quality work.

Unriddle is an AI-powered research and writing tool that helps users quickly find information in documents, simplify complex topics, take notes, and write with the power of AI. It generates an AI assistant on top of any document, allowing users to quickly find, summarize, and understand information. Unriddle also understands the meaning behind users' writing and automatically links them to relevant information they've read and written about in the past. Additionally, it offers a Chrome extension for summarizing articles with a single click and supports over 90 languages.

PDF GPT is an AI-powered tool that allows users to read PDFs with the help of artificial intelligence. It can summarize long documents, find information, translate content, and generate citations from PDF files in various languages. With features like document tagging, group chat functionality, and advanced search capabilities, PDF GPT aims to streamline the document management process for researchers and professionals. The tool is trusted by over 50,000 users and offers both free and premium subscription plans to cater to different user needs.

Feedly is a news aggregator that allows users to organize, read, and share news from a variety of sources. It uses AI to help users discover new content and stay up-to-date on the latest news. Feedly is available as a web app, iOS app, and Android app.

Audioread is a web-based application that allows users to read text aloud. It is a simple and easy-to-use tool that can be used by anyone, regardless of their technical ability. Audioread is a great tool for people who want to improve their reading skills, or for people who want to listen to text while they are doing other things.

Tooltips.ai is an AI-powered reading extension that provides instant definitions, translations, and summaries for any word or phrase you hover over. It is designed to enhance your reading experience by making it easier and faster to understand complex or unfamiliar content. Tooltips.ai integrates seamlessly with your browser, so you can use it on any website or document.

Playtext is a web application that allows users to save web articles and convert them into audiobooks. In a world filled with short attention spans and information overload, Playtext aims to help users read more by providing a read-it-later app similar to Pocket or Instapaper. Users can have their favorite articles read aloud to them by human-like voices, and even train their ears to read at up to 3x the speed. By enabling users to read and listen simultaneously, Playtext enhances content retention and comprehension, offering a new way to enjoy reading and consuming information.

WhisperBot is a WhatsApp AI assistant that transcribes voice messages into text. It is powered by OpenAI's technology, creators of ChatGPT, and understands 57 languages. WhisperBot is easy to use: just forward a voice message to the bot and it will transcribe it and send the text back to you. You can also ask WhisperBot to provide you with the key takeaways of a long voice message. WhisperBot is secure and private: your voice messages and transcriptions are deleted from the database after 30 minutes.

Sourcegraph is a code search and navigation tool that helps developers read, write, and fix code in large, complex codebases. It provides features such as code search across all repositories and branches, code intelligence for navigation and refactoring, and the ability to fix and refactor code across multiple repositories at once.

This repository contains the official codebase for Bittensor Subnet 1 (SN1) v1.0.0+, released on 22nd January 2024. It defines an incentive mechanism to create a distributed conversational AI for Subnet 1. Validators and miners are based on large language models (LLM) using internet-scale datasets and goal-driven behavior to drive human-like conversations. The repository requires python3.9 or higher and provides compute requirements for running validators and miners. Users can run miners or validators using specific commands and are encouraged to run on the testnet before deploying on the main network. The repository also highlights limitations and provides resources for understanding the architecture and methodology of SN1.

SolidGPT is an AI searching assistant for developers that helps with code and workspace semantic search. It provides features such as talking to your codebase, asking questions about your codebase, semantic search and summary in Notion, and getting questions answered from your codebase and Notion without context switching. The tool ensures data safety by not collecting users' data and uses the OpenAI series model API.

Laragenie is an AI chatbot designed to understand and assist developers with their codebases. It runs on the command line from a Laravel app, helping developers onboard to new projects, understand codebases, and provide daily support. Laragenie accelerates workflow and collaboration by indexing files and directories, allowing users to ask questions and receive AI-generated responses. It supports OpenAI and Pinecone for processing and indexing data, making it a versatile tool for any repo in any language.

torchchat is a codebase showcasing the ability to run large language models (LLMs) seamlessly. It allows running LLMs using Python in various environments such as desktop, server, iOS, and Android. The tool supports running models via PyTorch, chatting, generating text, running chat in the browser, and running models on desktop/server without Python. It also provides features like AOT Inductor for faster execution, running in C++ using the runner, and deploying and running on iOS and Android. The tool supports popular hardware and OS including Linux, Mac OS, Android, and iOS, with various data types and execution modes available.

Cognita is an open-source framework to organize your RAG codebase along with a frontend to play around with different RAG customizations. It provides a simple way to organize your codebase so that it becomes easy to test it locally while also being able to deploy it in a production ready environment. The key issues that arise while productionizing RAG system from a Jupyter Notebook are: 1. **Chunking and Embedding Job** : The chunking and embedding code usually needs to be abstracted out and deployed as a job. Sometimes the job will need to run on a schedule or be trigerred via an event to keep the data updated. 2. **Query Service** : The code that generates the answer from the query needs to be wrapped up in a api server like FastAPI and should be deployed as a service. This service should be able to handle multiple queries at the same time and also autoscale with higher traffic. 3. **LLM / Embedding Model Deployment** : Often times, if we are using open-source models, we load the model in the Jupyter notebook. This will need to be hosted as a separate service in production and model will need to be called as an API. 4. **Vector DB deployment** : Most testing happens on vector DBs in memory or on disk. However, in production, the DBs need to be deployed in a more scalable and reliable way. Cognita makes it really easy to customize and experiment everything about a RAG system and still be able to deploy it in a good way. It also ships with a UI that makes it easier to try out different RAG configurations and see the results in real time. You can use it locally or with/without using any Truefoundry components. However, using Truefoundry components makes it easier to test different models and deploy the system in a scalable way. Cognita allows you to host multiple RAG systems using one app. ### Advantages of using Cognita are: 1. A central reusable repository of parsers, loaders, embedders and retrievers. 2. Ability for non-technical users to play with UI - Upload documents and perform QnA using modules built by the development team. 3. Fully API driven - which allows integration with other systems. > If you use Cognita with Truefoundry AI Gateway, you can get logging, metrics and feedback mechanism for your user queries. ### Features: 1. Support for multiple document retrievers that use `Similarity Search`, `Query Decompostion`, `Document Reranking`, etc 2. Support for SOTA OpenSource embeddings and reranking from `mixedbread-ai` 3. Support for using LLMs using `Ollama` 4. Support for incremental indexing that ingests entire documents in batches (reduces compute burden), keeps track of already indexed documents and prevents re-indexing of those docs.

The worker-vLLM repository provides a serverless endpoint for deploying OpenAI-compatible vLLM models with blazing-fast performance. It supports deploying various model architectures, such as Aquila, Baichuan, BLOOM, ChatGLM, Command-R, DBRX, DeciLM, Falcon, Gemma, GPT-2, GPT BigCode, GPT-J, GPT-NeoX, InternLM, Jais, LLaMA, MiniCPM, Mistral, Mixtral, MPT, OLMo, OPT, Orion, Phi, Phi-3, Qwen, Qwen2, Qwen2MoE, StableLM, Starcoder2, Xverse, and Yi. Users can deploy models using pre-built Docker images or build custom images with specified arguments. The repository also supports OpenAI compatibility for chat completions, completions, and models, with customizable input parameters. Users can modify their OpenAI codebase to use the deployed vLLM worker and access a list of available models for deployment.

Code2Prompt is a powerful command-line tool that generates comprehensive prompts from codebases, designed to streamline interactions between developers and Large Language Models (LLMs) for code analysis, documentation, and improvement tasks. It bridges the gap between codebases and LLMs by converting projects into AI-friendly prompts, enabling users to leverage AI for various software development tasks. The tool offers features like holistic codebase representation, intelligent source tree generation, customizable prompt templates, smart token management, Gitignore integration, flexible file handling, clipboard-ready output, multiple output options, and enhanced code readability.

Aider is a command-line tool that lets you pair program with GPT-3.5/GPT-4 to edit code stored in your local git repository. Aider will directly edit the code in your local source files and git commit the changes with sensible commit messages. You can start a new project or work with an existing git repo. Aider is unique in that it lets you ask for changes to pre-existing, larger codebases.

Mentat is an AI tool designed to assist with coding tasks directly from the command line. It combines human creativity with computer-like processing to help users understand new codebases, add new features, and refactor existing code. Unlike other tools, Mentat coordinates edits across multiple locations and files, with the context of the project already in mind. The tool aims to enhance the coding experience by providing seamless assistance and improving edit quality.

EOLE is an open language modeling toolkit based on PyTorch. It aims to provide a research-friendly approach with a comprehensive yet compact and modular codebase for experimenting with various types of language models. The toolkit includes features such as versatile training and inference, dynamic data transforms, comprehensive large language model support, advanced quantization, efficient finetuning, flexible inference, and tensor parallelism. EOLE is a work in progress with ongoing enhancements in configuration management, command line entry points, reproducible recipes, core API simplification, and plans for further simplification, refactoring, inference server development, additional recipes, documentation enhancement, test coverage improvement, logging enhancements, and broader model support.

BAML is a config file format for declaring LLM functions that you can then use in TypeScript or Python. With BAML you can Classify or Extract any structured data using Anthropic, OpenAI or local models (using Ollama) ## Resources  [Discord Community](https://discord.gg/boundaryml)  [Follow us on Twitter](https://twitter.com/boundaryml) * Discord Office Hours - Come ask us anything! We hold office hours most days (9am - 12pm PST). * Documentation - Learn BAML * Documentation - BAML Syntax Reference * Documentation - Prompt engineering tips * Boundary Studio - Observability and more #### Starter projects * BAML + NextJS 14 * BAML + FastAPI + Streaming ## Motivation Calling LLMs in your code is frustrating: * your code uses types everywhere: classes, enums, and arrays * but LLMs speak English, not types BAML makes calling LLMs easy by taking a type-first approach that lives fully in your codebase: 1. Define what your LLM output type is in a .baml file, with rich syntax to describe any field (even enum values) 2. Declare your prompt in the .baml config using those types 3. Add additional LLM config like retries or redundancy 4. Transpile the .baml files to a callable Python or TS function with a type-safe interface. (VSCode extension does this for you automatically). We were inspired by similar patterns for type safety: protobuf and OpenAPI for RPCs, Prisma and SQLAlchemy for databases. BAML guarantees type safety for LLMs and comes with tools to give you a great developer experience:  Jump to BAML code or how Flexible Parsing works without additional LLM calls. | BAML Tooling | Capabilities | | ----------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | BAML Compiler install | Transpiles BAML code to a native Python / Typescript library (you only need it for development, never for releases) Works on Mac, Windows, Linux  | | VSCode Extension install | Syntax highlighting for BAML files Real-time prompt preview Testing UI | | Boundary Studio open (not open source) | Type-safe observability Labeling |

Warp is a blazingly-fast modern Rust based GPU-accelerated terminal built to make you and your team more productive. It is available for macOS and Linux users, with plans to support Windows and the Web (WASM) in the future. Warp has a community search page where you can find solutions to common issues, and you can file issue requests in the repo if you can't find a solution. Warp is open-source, and the team is planning to first open-source their Rust UI framework, and then parts and potentially all of their client codebase.

Buildware is a tool designed to help developers accelerate their code shipping process by leveraging AI technology. Users can build a code instruction system, submit an issue, and receive an AI-generated pull request. The tool is created by Mckay Wrigley and Tyler Bruno at Takeoff AI. Buildware offers a simple setup process involving cloning the repository, installing dependencies, setting up environment variables, configuring a database, and obtaining a GitHub Personal Access Token (PAT). The tool is currently being updated to include advanced features such as Linear integration, local codebase mode, and team support.

A collection of LLM services you can self host via docker or modal labs to support your applications development. The goal is to provide docker containers or modal labs deployments of common patterns when using LLMs and endpoints to integrate easily with existing codebases using the openai api. It supports GPT4all's embedding api, JSONFormer api for chat completion, Cross Encoders based on sentence transformers, and provides documentation using MkDocs.

Sourcegraph is a tool that simplifies reading, writing, and fixing code in large and complex codebases. It offers features such as code search across repositories and hosts, code intelligence for navigation and references, and the ability to roll out large-scale changes and track migrations. Sourcegraph can be used on the cloud or self-hosted, with public code search available on Sourcegraph.com. The tool provides high-level architecture documentation, database setup best practices, Go and documentation style guides, tips for modifying the GraphQL API, and guidelines for contributing.

Sourcegraph is a tool that simplifies reading, writing, and fixing code in large and complex codebases. It offers features such as code search across repositories, code intelligence for code navigation and history tracing, and the ability to roll out large-scale changes to multiple repositories simultaneously. Sourcegraph can be used on the cloud or self-hosted, and provides public code search on Sourcegraph.com. The tool is designed to enhance code understanding and collaboration within development teams.

Aider is an AI pair programming tool that allows users to collaborate with large language models (LLMs) to edit code in their local git repository. It works best with GPT-4o & Claude 3.5 Sonnet and can connect to almost any LLM. Users can run Aider with specific files, request changes, add new features or test cases, describe bugs, refactor code, update docs, and more. Aider automatically commits changes with sensible messages, supports multiple programming languages, and can handle complex requests by editing multiple files at once. It uses a map of the entire git repo for efficient performance in larger codebases. Users can chat with Aider, add images, URLs, and even code with their voice. Aider has achieved top scores on SWE Bench, solving real GitHub issues from popular open source projects like django, scikitlearn, matplotlib, etc.

KitOps is a packaging and versioning system for AI/ML projects that uses open standards so it works with the AI/ML, development, and DevOps tools you are already using. KitOps simplifies the handoffs between data scientists, application developers, and SREs working with LLMs and other AI/ML models. KitOps' ModelKits are a standards-based package for models, their dependencies, configurations, and codebases. ModelKits are portable, reproducible, and work with the tools you already use.

Interprets images of coffee cups for personalized readings.

I am a scholar of Plato's 'Gorgias'.

Your quirky guide to the literary enlightenment.

Upload a picture of your hand, your aura, or your handwriting. I'll draw the tarot cards (you can upload a photo as well) and read your destiny through Tarot, Palmistry, Runes, Numerology, Graphology, Aura Reading, and more.

Learn how to read other people's body langauge, and us your own to communicate powerfully.

read your life towards palm

Ancient mystic from another dimension here to read your mind within 20 questions!

I read and analyze annual reports of companies. Just upload the annual report PDF and start asking me questions!

I read and interpret Lithuanian construction norms.

This GPT can read all Streamlit Documantation and helps you about Streamlit.

I'm eager to read your work and give you feedback to improve your skills.

Give me a link to something you read and I'll ask you good questions to help recall and retain content.

Put paper name or pdf to read. it will summarize wildly. If you want to get the meaning of glossary, write G.

A manga expert providing personalized recommendations what you want to read now.

Listen. Read. Learn.

Ask about your documents to see how you could make them easier to read for everyone and more accessible for people with disabilities. NOTE: It does not always get everything right on the first go. Feel free to hit the regenerate button or ask for more info if you want to get richer feedback.

Replies are written backward, needing to be read in a mirror or reversed.

Curated content creator for language learning. Read what you want in ANY language.

Convert 20-page articles/ reports/ white-papers to a 1 pager with maximum information fidelity. Summaries so good, you'll never want to read the original first! Upload your PDF and say 'GO'.

I analyze WhatsApp/Telegram and email conversations to assess the tone of their emotions and read between the lines. Upload your screenshot and I'll tell you what they are really saying! 😀