LlamaIndex Integrations

OpenAI's mission, which is to ensure artificial general intelligence (AGI), benefits all people. This refers to highly autonomous systems that outperform humans in most economically valuable work. While we will try to build safe and useful AGI, we will also consider our mission accomplished if others are able to do the same. Our API can be used to perform any language task, including summarization, sentiment analysis and content generation. You can specify your task in English or use a few examples. Our constantly improving AI technology is available to you with a simple integration. These sample completions will show you how to integrate with the API.

Claude is an artificial intelligence language model that can generate text with human-like processing. Anthropic is an AI safety company and research firm that focuses on building reliable, interpretable and steerable AI systems. While large, general systems can provide significant benefits, they can also be unpredictable, unreliable and opaque. Our goal is to make progress in these areas. We are currently focusing on research to achieve these goals. However, we see many opportunities for our work in the future to create value both commercially and for the public good.

Langfuse is a free and open-source LLM engineering platform that helps teams to debug, analyze, and iterate their LLM Applications. Observability: Incorporate Langfuse into your app to start ingesting traces. Langfuse UI : inspect and debug complex logs, user sessions and user sessions Langfuse Prompts: Manage versions, deploy prompts and manage prompts within Langfuse Analytics: Track metrics such as cost, latency and quality (LLM) to gain insights through dashboards & data exports Evals: Calculate and collect scores for your LLM completions Experiments: Track app behavior and test it before deploying new versions Why Langfuse? - Open source - Models and frameworks are agnostic - Built for production - Incrementally adaptable - Start with a single LLM or integration call, then expand to the full tracing for complex chains/agents - Use GET to create downstream use cases and export the data

Excel recognizes your patterns and organizes your data to save time. Excel allows you to create spreadsheets quickly using templates or your own. You can also use modern formulas for calculations. You can present your data in new charts and graphs with sparklines, formatting, tables and tables. With just one click, you can easily create forecasts that predict trends. You can share your workbook with others, and you always have the most current version. This will help you get more work done. Office 365 allows you to work in Excel files from your mobile device, desktop, or web browser. Excel now allows you to add data directly from a photograph. The Excel app allows you to take a photo of a printed table on your Android/iPhone device and convert it into an editable Excel table. This new image recognition function eliminates the need for you to manually enter hardcopy data.

Make your presentations stand out. Beautiful design, cinematic motion, 3D models, icons, and rich animation can help you get your ideas across. Intelligent technology can help you bring your presentation alive in just a few clicks. Slide-by-slide notes are only visible to you. This allows you to tell your story confidently. You can easily translate your slides into your preferred language. The built-in accessibility tester will ensure that your audience doesn’t miss anything. Office 365 allows you to collaborate with colleagues using real-time coauthoring and comments. You can also save it to the cloud so you can share it with others and have it available from any device, any time, any day. You can see how the fashion entrepreneur turned lifestyle blogger uses PowerPoint to communicate with impact.

All-in-one workspace You can write, plan, collaborate, or get organized. All you need in one tool is Notion. Notion is lightweight, fast, and completely distraction-free. The interface disappears as soon as you start typing, leaving your work unaffected. Do you love keyboard shortcuts? All of Notion's features are at your fingertips so you can stay on track. You can outline your ideas and then arrange them in any order. Notion's editor makes it easy to organize your thoughts and create daily plans. To start a conversation, comment on any topic. When you need feedback, mention your coworkers. Get more done across timezones. Personal productivity can be increased. Write better. You will think more clearly. Stay organized. Slack allows too many insights to slip through the cracks. Your team's long-term memory is Notion. You can use the Slack integration for sharing updates with your team members. Figma designs to showcase? Check out financial projections using Google Sheets. Notion integrates them all, along with 50+ other apps. It's the hub of all knowledge for your team.

Trello allows teams to work together more effectively and get more done. Trello's cards, lists, and boards allow teams to organize and prioritize projects in an easy, flexible, and rewarding manner. Trello can help your team stay organized, whether it's for work or a side project, or even the next family vacation. Trello cards allow you to dive into the details, adding attachments, comments, due dates and more. Collaborate on projects, from beginning to end. Let the robots do all the work! Automate your team's productivity with Butler. Eliminate tedious tasks from your to-do list. Trello can be used the way your team works best. Trello has the flexibility and features to suit any team's needs. Trello makes it easy to get your team started. All the tools and boards your team needs to succeed are gathered in one place. Integrate the apps that your team already uses into your workflow.

Airtable allows you to organize your work in your own way. Airtable is an all-in-one collaboration tool that combines the power and flexibility of a relational database with ease-of-use spreadsheets. It syncs data instantly across all platforms and devices. You can choose from a variety of formats to view the tasks at hand: grid, calendars, Kanbans, galleries, and forms.

Salesforce helps sales teams improve their performance and reach their goals. Salesforce is the most widely used CRM in the world. Salesforce gives teams access to tools that enable them to grow their accounts and find new customers. They also allow them to close deals faster and from any location. Salesforce offers many features, including contact management, opportunity management and lead management, email integrations, reports and dashboards as well as sales forecasting, files sync-and-share, and reports and dashboards. You will spend less time looking at spreadsheets and more time managing your business. No software, no hardware, no hassle. In minutes, our simple setup assistant will streamline sales and answer customer questions. Connect data from sales, service, marketing to create seamless, personalized experiences for buyers. You can see a complete customer view, including their account, activity history, connections, and more. You can also pull in social data to get a deeper understanding of your customers.

Discord is a free communication app that works on both mobile and desktop devices. Millions of Discord users use the popular game platform every single day to chat with their friends via voice or text or stream their gameplay in crystal clear quality to other Discord users. You can organize a voice/text party within seconds. You can also use the service for finding other players/teammates, searching for specific types of groups/activities or just to talk about games during your free time. Discord isn't limited to any particular game or genre; it can be used to coordinate communications for any type of game.

Slack, a cloud-based project collaboration software solution that facilitates communication between teams, is designed to seamlessly integrate with other organizations. Slack offers powerful tools and services all integrated into one platform. It provides private channels for interaction within smaller teams, direct channels for sending messages to colleagues, as well as public channels that allow members to start conversations across organizations. Slack is available on Mac, Windows and Android as well as iOS apps. It offers a variety of features including chat, file sharing and collaboration, real-time notifications and two-way audio/video, screen sharing, document imaging and activity tracking and logging.

We believe that people should be free to express themselves, share their opinions, foster open dialog, and that creativity leads to new formats, voices, and possibilities. We believe everyone should have easy and open access to information. Video is a powerful tool for education, understanding, and documentation of world events, large and small. We believe that everyone should be able to find their niche, start a business, and succeed on their terms. People, not gatekeepers, should decide what's popular. We believe that everyone should have the ability to build support networks, overcome barriers, cross borders, and find common interests and passions. YouTube Ads and YouTube for Business are available.

Although everyone talks about generative AI and how it will change writing, most AI tools are prompt-based and take away the writer's control. Wordtune is the only AI assistant that maximizes your professional writing abilities. The writing process in Wordtune is iterative. As you write, you add more with Wordtune, edit, and so on until you reach the final piece.

Headless browsers which work everywhere and every time. Control fleets of stealth-browsers to build reliable automation. Focus on your code using autoscaled browser instances and stealth features that are best in class. Run hundreds of browsers on powerful resources for long-running sessions. With live access, replay and full tools including logs and networks, you can work with headless browsers just as you would with your browser. Build and run undetectable automated systems with configurable fingerprinting and automatic captcha-solving. Browserbase is the best way to build AI agents that can navigate even the most complex pages undetected. With just a few lines, you can enable your AI agent interact with any website, undetected, and at scale. Use the live session feature at any time to have humans assist in complex tasks. Use Browserbase's infrastructure for web scraping, automation and LLM applications.

Zep will ensure that your assistant remembers previous conversations and brings them up when they are relevant. In milliseconds, you can identify your user's intention, create semantic routers and trigger events. Emails, phone number, dates, names and more are extracted quickly and accurately. Your assistant will never lose track of a user. Classify intent, emotions, and more, and convert dialog into structured data. Your users will never have to wait. We do not send your data to a third-party LLM service. SDKs for all your favorite frameworks and languages. Automatically populate prompts, no matter how far back they are, with a summary relevant past conversations. Zep summarizes and embeds your Assistant's chat logs. It then executes retrieval pipelines. Instantly and accurately categorize chat dialog. Understanding user intent and emotion. Route chains based upon semantic context and trigger events. Extract business data quickly from chat conversations.

CodeQwen, developed by the Qwen Team, Alibaba Cloud, is the code version. It is a transformer based decoder only language model that has been pre-trained with a large number of codes. A series of benchmarks shows that the code generation is strong and that it performs well. Supporting long context generation and understanding with a context length of 64K tokens. CodeQwen is a 92-language coding language that provides excellent performance for text-to SQL, bug fixes, and more. CodeQwen chat is as simple as writing a few lines of code using transformers. We build the tokenizer and model using pre-trained methods and use the generate method for chatting. The chat template is provided by the tokenizer. Following our previous practice, we apply the ChatML Template for chat models. The model will complete the code snippets in accordance with the prompts without any additional formatting.

OpenLIT is a native application observability tool for OpenTelemetry. It is designed to integrate observability into AI with only one line of code. You can use HuggingFace or OpenAI, two popular LLM libraries. OpenLIT's native integration makes it easy to add it to your projects. Analyze LLM performance and GPU costs to maximize efficiency and scalability. Streams data so you can visualize your data, make quick decisions, and modify it. Data is processed quickly and without affecting performance. OpenLIT UI allows you to explore LLM costs and token consumption, performance indicators and user interactions through a simple interface. Connect with popular observability tools, such as Datadog and Grafana Cloud to export data automatically. OpenLIT monitors your applications seamlessly.

Langtrace is a free observability tool which collects and analyses metrics and traces to help you improve LLM apps. Langtrace provides the highest level security. Our cloud platform is SOC 2 Type II-certified, ensuring the highest level of protection for your data. Supports popular LLMs and frameworks. Langtrace is self-hosted, and it supports OpenTelemetry traces that can be ingested into any observability tools of your choice. This means there is no vendor lock-in. With traces and logs that span the framework, vectorDB and LLM requests, you can gain visibility and insights in your entire ML pipeline. Use golden datasets to create and annotate traced LLM interactions and continuously test and improve your AI applications. Langtrace has built-in heuristics, statistical and model-based analyses to support this process.

Platform for AI agents testing and debugging by the industry's leading developers. We developed the tools, so you don't need to. Visually track events, such as LLM, tools, and agent interactions. Rewind and playback agent runs with pinpoint precision. Keep a complete data trail from prototype to production of logs, errors and prompt injection attacks. Native integrations with top agent frameworks. Track, save and monitor each token that your agent sees. Monitor and manage agent spending using the most recent price monitoring. Save up to 25x on specialized LLMs by fine-tuning them based on completed completions. Build your next agent using evals and replays. You can visualize the behavior of your agents in your AgentOps dashboard with just two lines of coding. After you set up AgentOps each execution of your program will be recorded as a "session" and the data will automatically be recorded for you.

Vector search can give you a competitive edge. Streamline your AI/ML workflows, reduce costs and stay ahead with up to a 10x faster time-to market. ApertureDB’s unified multimodal management of data will free your AI teams from data silos and allow them to innovate. Setup and scale complex multimodal infrastructure for billions objects across your enterprise in days instead of months. Unifying multimodal data with advanced vector search and innovative knowledge graph, combined with a powerful querying engine, allows you to build AI applications at enterprise scale faster. ApertureDB will increase the productivity of your AI/ML team and accelerate returns on AI investment by using all your data. You can try it for free, or schedule a demonstration to see it in action. Find relevant images using labels, geolocation and regions of interest. Prepare large-scale, multi-modal medical scanning for ML and Clinical studies.

SweKit lets you build PR agents that review code, suggest improvement, enforce coding standard, identify potential issues and automate merge approvals. This streamlines the review process while improving code quality. Automate the creation of new features, debugging complex issues, creating and running tests, optimizing code for performance, maintainingability, and ensuring best practices across codebases, accelerating development. Use advanced code indexing and intelligent file navigation to explore and interact with huge codebases. Ask questions, track dependencies, uncover logic flow, and gain instant insight, enabling seamless communications with complex code structures. Keep your documentation up-to-date with your code. Update Mintlify documentation automatically whenever code changes are made. This ensures that your documentation is accurate, current, and ready for you and your team.

With a suite observability tools, you can confidently evaluate, test and ship LLM apps across your development and production lifecycle. Log traces and spans. Define and compute evaluation metrics. Score LLM outputs. Compare performance between app versions. Record, sort, find, and understand every step that your LLM app makes to generate a result. You can manually annotate and compare LLM results in a table. Log traces in development and production. Run experiments using different prompts, and evaluate them against a test collection. You can choose and run preconfigured evaluation metrics, or create your own using our SDK library. Consult the built-in LLM judges to help you with complex issues such as hallucination detection, factuality and moderation. Opik LLM unit tests built on PyTest provide reliable performance baselines. Build comprehensive test suites for every deployment to evaluate your entire LLM pipe-line.

Phoenix is a free, open-source library for observability. It was designed to be used for experimentation, evaluation and troubleshooting. It allows AI engineers to visualize their data quickly, evaluate performance, track issues, and export the data to improve. Phoenix was built by Arize AI and a group of core contributors. Arize AI is the company behind AI Observability Platform, an industry-leading AI platform. Phoenix uses OpenTelemetry, OpenInference, and other instrumentation. The main Phoenix package arize-phoenix. We offer a variety of helper packages to suit specific use cases. Our semantic layer adds LLM telemetry into OpenTelemetry. Automatically instrumenting popular package. Phoenix's open source library supports tracing AI applications via manual instrumentation, or through integrations LlamaIndex Langchain OpenAI and others. LLM tracing records requests' paths as they propagate across multiple steps or components in an LLM application.

Lunary is a platform for AI developers that helps AI teams to manage, improve and protect chatbots based on Large Language Models (LLM). It includes features like conversation and feedback tracking as well as analytics on costs and performance. There are also debugging tools and a prompt directory to facilitate team collaboration and versioning. Lunary integrates with various LLMs, frameworks, and languages, including OpenAI, LangChain and JavaScript, and offers SDKs in Python and JavaScript. Guardrails to prevent malicious prompts or sensitive data leaks. Deploy Kubernetes/Docker in your VPC. Your team can judge the responses of your LLMs. Learn what languages your users speak. Experiment with LLM models and prompts. Search and filter everything in milliseconds. Receive notifications when agents do not perform as expected. Lunary's core technology is 100% open source. Start in minutes, whether you want to self-host or use the cloud.

DeepEval is an open-source, easy-to-use framework for evaluating large-language-model systems. It is similar Pytest, but is specialized for unit-testing LLM outputs. DeepEval incorporates research to evaluate LLM results based on metrics like G-Eval (hallucination), answer relevancy, RAGAS etc. This uses LLMs as well as various other NLP models which run locally on your computer for evaluation. DeepEval can handle any implementation, whether it's RAG, fine-tuning or LangChain or LlamaIndex. It allows you to easily determine the best hyperparameters for your RAG pipeline. You can also prevent drifting and even migrate from OpenAI to your own Llama2 without any worries. The framework integrates seamlessly with popular frameworks and supports synthetic dataset generation using advanced evolution techniques. It also allows for efficient benchmarking and optimizing of LLM systems.

HumanLayer is a SDK and API that allows AI agents to communicate with humans for feedback, input and approvals. It ensures human oversight of high stakes function calls, with approval workflows on Slack, emails, and more. HumanLayer integrates with your Large Language Model (LLM), framework, and other tools to give AI agents safe access to the rest of the world. The platform supports a variety of frameworks and LLMs including LangChain (LangChain), CrewAI (ControlFlow), LlamaIndex (LlamaIndex), Haystack (OpenAI), Claude, Llama3.1(Llama3.1), Mistral, Gemini and Cohere. HumanLayer features include approval workflows, integration of humans as tools, and custom responses that escalate. Pre-fill responses for seamless human-agent interaction. Control which users are able to approve or respond to LLM request. Invert the control flow, from human-initiated requests to agent-initiated ones. Add human contact channels to the toolchain of your agent.

The Databricks Data Intelligence Platform enables your entire organization to utilize data and AI. It is built on a lakehouse that provides an open, unified platform for all data and governance. It's powered by a Data Intelligence Engine, which understands the uniqueness in your data. Data and AI companies will win in every industry. Databricks can help you achieve your data and AI goals faster and easier. Databricks combines the benefits of a lakehouse with generative AI to power a Data Intelligence Engine which understands the unique semantics in your data. The Databricks Platform can then optimize performance and manage infrastructure according to the unique needs of your business. The Data Intelligence Engine speaks your organization's native language, making it easy to search for and discover new data. It is just like asking a colleague a question.

We have all been overwhelmed by the response over the past few weeks and have been hard at work to ensure a safe release. We have incorporated data from our beta models and community for developers to use. HuggingFace's tireless legal, technology and ethics teams and CoreWeave's brilliant engineers worked together. An AI-based Safety Classifier has been developed and is included as a default feature in the overall software package. This can understand concepts and other factors over generations to remove outputs that are not desired by the model user. This can be easily adjusted, and we welcome suggestions from the community on how to improve it. Although image generation models are powerful, we still need to improve our understanding of how to best represent what we want.

With suggested edits, prompts rewritten, and automatically generated tests, you can eliminate the guesswork from prompt engineering. We run dozens analyses on your prompts and data in order to identify limitations and implement fixes. Detect issues with prompts and possible improvements. Rewrite prompts automatically with AI-generated fixes. Save time by not writing test cases. We create high-quality examples for you to test and guide your prompts. Identify ways to improve your prompts. Automate the rewriting of your prompts by AI to fix limitations. Create diverse test cases to validate and guide updates. Use your optimized prompts for models and tools.

AI engineering does not have to be a mystery. You can get full visibility using tools for tracing and evaluation, prompt management and more. HoneyHive is a platform for AI observability, evaluation and team collaboration that helps teams build reliable generative AI applications. It provides tools for evaluating and testing AI models and monitoring them, allowing engineers, product managers and domain experts to work together effectively. Measure the quality of large test suites in order to identify improvements and regressions at each iteration. Track usage, feedback and quality at a large scale to identify issues and drive continuous improvements. HoneyHive offers flexibility and scalability for diverse organizational needs. It supports integration with different model providers and frameworks. It is ideal for teams who want to ensure the performance and quality of their AI agents. It provides a unified platform that allows for evaluation, monitoring and prompt management.

AgentAuth is an authentication platform that enables AI agents to access over 250 applications and services from third parties in a secure and seamless manner. It provides comprehensive support for different authentication protocols and ensures reliable connections through automatic token refresh. The platform integrates seamlessly into leading agentic frameworks, such as LangChain CrewAI and LlamaIndex. This enhances the capabilities of AI Agents. AgentAuth offers a dashboard that provides complete visibility of all user-connected accounts. This allows for efficient monitoring and issue resolution. It also offers white labeling options that allow customization of the authentication to align with product branding or OAuth developer applications. AgentAuth is committed to high security standards. It complies with SOC 2 type II and GDPR.

SQL is a domain-specific programming language that allows you to access, manage, and manipulate relational databases and relational management systems.

Prompt Security allows enterprises to benefit from Generative AI adoption while protecting their applications, employees, and customers from the full spectrum of risks. Prompt Security inspects every prompt and model response at every touchpoint where Generative AI is used in an organization, from AI tools for employees to GenAI integrations into customer-facing products. This helps to protect against GenAI-specific threats, prevent the exposure and blocking of sensitive data. The solution provides enterprise leaders with full visibility and governance of the AI tools they use within their organization.

Jamba is a powerful and efficient long context model that is open to builders, but built for enterprises. Jamba's latency is superior to all other leading models of similar size. Jamba's 256k window is the longest available. Jamba's Mamba Transformer MoE Architecture is designed to increase efficiency and reduce costs. Jamba includes key features from OOTB, including function calls, JSON output, document objects and citation mode. Jamba 1.5 models deliver high performance throughout the entire context window. Jamba 1.5 models score highly in common quality benchmarks. Secure deployment tailored to your enterprise. Start using Jamba immediately on our production-grade SaaS Platform. Our strategic partners can deploy the Jamba model family. For enterprises who require custom solutions, we offer VPC and on-premise deployments. We offer hands-on management and continuous pre-training for enterprises with unique, bespoke needs.

Literal AI is an open-source platform that helps engineering and product teams develop production-grade Large Language Model applications. It provides a suite for observability and evaluation, as well as analytics. This allows for efficient tracking, optimization and integration of prompt version. The key features are multimodal logging encompassing audio, video, and vision, prompt management, with versioning and testing capabilities, as well as a prompt playground to test multiple LLM providers. Literal AI integrates seamlessly into various LLM frameworks and AI providers, including OpenAI, LangChain and LlamaIndex. It also provides SDKs for Python and TypeScript to instrument code. The platform supports the creation and execution of experiments against datasets to facilitate continuous improvement in LLM applications.