LlamaIndex
@llamaindex.bsky.social
Build AI agents over your documents
⚙️ Get started quickly with our structured template and clear documentation
Check out the complete starter template and begin building your extraction system: github.com/@jerryjliu0...
Check out the complete starter template and begin building your extraction system: github.com/@jerryjliu0...
November 12, 2025 at 7:51 PM
⚙️ Get started quickly with our structured template and clear documentation
Check out the complete starter template and begin building your extraction system: github.com/@jerryjliu0...
Check out the complete starter template and begin building your extraction system: github.com/@jerryjliu0...
🔧 Customize extraction schemas to fit your specific data requirements and business logic
📊 Review and correct extractions through an intuitive frontend UI before finalizing results
🚀 Extend the system with additional workflows for downstream data syncing or automated monitoring
📊 Review and correct extractions through an intuitive frontend UI before finalizing results
🚀 Extend the system with additional workflows for downstream data syncing or automated monitoring
November 12, 2025 at 7:51 PM
🔧 Customize extraction schemas to fit your specific data requirements and business logic
📊 Review and correct extractions through an intuitive frontend UI before finalizing results
🚀 Extend the system with additional workflows for downstream data syncing or automated monitoring
📊 Review and correct extractions through an intuitive frontend UI before finalizing results
🚀 Extend the system with additional workflows for downstream data syncing or automated monitoring
Read the full case study: www.llamaindex.ai/customers/p...
Pathwork Automates Information Extraction from Medical Records and Underwriting Guidelines with LlamaParse
LlamaIndex is a simple, flexible framework for building knowledge assistants using LLMs connected to your enterprise data.
www.llamaindex.ai
November 11, 2025 at 5:00 PM
Read the full case study: www.llamaindex.ai/customers/p...
By integrating LlamaParse, they eliminated bottlenecks that were directly limiting customer growth and built future-proof infrastructure that automatically improves over time.
November 11, 2025 at 5:00 PM
By integrating LlamaParse, they eliminated bottlenecks that were directly limiting customer growth and built future-proof infrastructure that automatically improves over time.
🎯 Free up engineering time from maintenance to focus on building new product features
@pathwork's Case Underwriter, Knowledge Assistant, and Pre-App Manager products all rely on transforming unstructured insurance documentation into structured data for faster decision-making.
@pathwork's Case Underwriter, Knowledge Assistant, and Pre-App Manager products all rely on transforming unstructured insurance documentation into structured data for faster decision-making.
November 11, 2025 at 5:00 PM
🎯 Free up engineering time from maintenance to focus on building new product features
@pathwork's Case Underwriter, Knowledge Assistant, and Pre-App Manager products all rely on transforming unstructured insurance documentation into structured data for faster decision-making.
@pathwork's Case Underwriter, Knowledge Assistant, and Pre-App Manager products all rely on transforming unstructured insurance documentation into structured data for faster decision-making.
🤖 Automatically extract and index carrier underwriting guidelines to keep risk rules current
⚡ Replace fragile, manual pipelines with robust automation that handles everything from digital forms to 1970s faded scans
⚡ Replace fragile, manual pipelines with robust automation that handles everything from digital forms to 1970s faded scans
November 11, 2025 at 5:00 PM
🤖 Automatically extract and index carrier underwriting guidelines to keep risk rules current
⚡ Replace fragile, manual pipelines with robust automation that handles everything from digital forms to 1970s faded scans
⚡ Replace fragile, manual pipelines with robust automation that handles everything from digital forms to 1970s faded scans
RSVP now - spots are limited: luma.com/lateshift
Late Shift — re:Invent Afterparty hosted by Browserbase, Braintrust, Modal, & LlamaIndex · Luma
The night never ends at re:Invent and this year is no different.
Introducing Late Shift — an exclusive after party presented by the teams at Braintrust,…
luma.com
November 10, 2025 at 10:00 PM
RSVP now - spots are limited: luma.com/lateshift
We're teaming up with our friends at @browserbase, @usebraintrust, and @modal_labs to host the most fun you'll have all conference. After your evening sessions, meet us for cocktails, networking, and the kind of tech chatter that makes re:Invent legendary.
November 10, 2025 at 10:00 PM
We're teaming up with our friends at @browserbase, @usebraintrust, and @modal_labs to host the most fun you'll have all conference. After your evening sessions, meet us for cocktails, networking, and the kind of tech chatter that makes re:Invent legendary.
🤖 Connect with the teams behind @browserbase, @braintrust, @modal_labs, and LlamaIndex
🌙 Late-night tech conversations when the conference sessions end
🎟️ Limited spots with approval-required registration
🌙 Late-night tech conversations when the conference sessions end
🎟️ Limited spots with approval-required registration
November 10, 2025 at 10:00 PM
🤖 Connect with the teams behind @browserbase, @braintrust, @modal_labs, and LlamaIndex
🌙 Late-night tech conversations when the conference sessions end
🎟️ Limited spots with approval-required registration
🌙 Late-night tech conversations when the conference sessions end
🎟️ Limited spots with approval-required registration
🦙 Get started with all our LlamaCloud services now: https://cloud.llamaindex.ai?utm_source=bsky&utm_medium=li_social
📚 Learn more about our agent workflows: developers.llamaindex.ai/python/llam...
⭐ Star the repo on GitHub: github.com/AstraBert/f...
📚 Learn more about our agent workflows: developers.llamaindex.ai/python/llam...
⭐ Star the repo on GitHub: github.com/AstraBert/f...
GitHub - AstraBert/financial-team-agent: Send your invoices and expenses via email, let AI handle them
Send your invoices and expenses via email, let AI handle them - AstraBert/financial-team-agent
github.com
November 7, 2025 at 5:25 PM
🦙 Get started with all our LlamaCloud services now: https://cloud.llamaindex.ai?utm_source=bsky&utm_medium=li_social
📚 Learn more about our agent workflows: developers.llamaindex.ai/python/llam...
⭐ Star the repo on GitHub: github.com/AstraBert/f...
📚 Learn more about our agent workflows: developers.llamaindex.ai/python/llam...
⭐ Star the repo on GitHub: github.com/AstraBert/f...
👉 Receives emails with documents attached
👉 Classifies the attachments as invoices or expenses using LlamaClassify
👉 Extracts the information through LlamaExtract
👉 Writes an email reply and sends it back to the user
All of this is packaged as an agent workflow and deployed through our LlamaAgents!🚀
👉 Classifies the attachments as invoices or expenses using LlamaClassify
👉 Extracts the information through LlamaExtract
👉 Writes an email reply and sends it back to the user
All of this is packaged as an agent workflow and deployed through our LlamaAgents!🚀
November 7, 2025 at 5:25 PM
👉 Receives emails with documents attached
👉 Classifies the attachments as invoices or expenses using LlamaClassify
👉 Extracts the information through LlamaExtract
👉 Writes an email reply and sends it back to the user
All of this is packaged as an agent workflow and deployed through our LlamaAgents!🚀
👉 Classifies the attachments as invoices or expenses using LlamaClassify
👉 Extracts the information through LlamaExtract
👉 Writes an email reply and sends it back to the user
All of this is packaged as an agent workflow and deployed through our LlamaAgents!🚀
Register now: landing.llamaindex.ai/beynd-ocr-h...
Beynd OCR: How AI Agents Parse Complex Docs
landing.llamaindex.ai
November 7, 2025 at 3:00 PM
Register now: landing.llamaindex.ai/beynd-ocr-h...
We'll show you how to move beyond simple text extraction to actually automate understanding of documents with multi-column layouts, embedded charts, skewed scans, and tables within tables.
November 7, 2025 at 3:00 PM
We'll show you how to move beyond simple text extraction to actually automate understanding of documents with multi-column layouts, embedded charts, skewed scans, and tables within tables.
🤖 Latest LlamaCloud capabilities showing how vision language models automate extraction from previously unparseable PDFs, forms, and images
⚡ When to apply each component in your parsing pipeline and why it matters
⚡ When to apply each component in your parsing pipeline and why it matters
November 7, 2025 at 3:00 PM
🤖 Latest LlamaCloud capabilities showing how vision language models automate extraction from previously unparseable PDFs, forms, and images
⚡ When to apply each component in your parsing pipeline and why it matters
⚡ When to apply each component in your parsing pipeline and why it matters
📋 Blueprint for building next-generation document parsing workflows using agents instead of OCR alone
🔧 Practical strategies for handling handwriting, rotated scans, nested tables, and visually dense layouts
🔧 Practical strategies for handling handwriting, rotated scans, nested tables, and visually dense layouts
November 7, 2025 at 3:00 PM
📋 Blueprint for building next-generation document parsing workflows using agents instead of OCR alone
🔧 Practical strategies for handling handwriting, rotated scans, nested tables, and visually dense layouts
🔧 Practical strategies for handling handwriting, rotated scans, nested tables, and visually dense layouts
Check out the full example: github.com/run-llama/w...
workflows-py/examples/document_agents/finance_triage_agent.ipynb at main · run-llama/workflows-py
Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents. - run-llama/workflows-py
github.com
November 6, 2025 at 4:53 PM
Check out the full example: github.com/run-llama/w...
Classify incoming documents → extract relevant data → apply business rules → take action.
Need to add a new document type? Add a classification rule and an extraction schema. Need different business logic? Modify the workflow steps. The components stay the same.
Need to add a new document type? Add a classification rule and an extraction schema. Need different business logic? Modify the workflow steps. The components stay the same.
November 6, 2025 at 4:53 PM
Classify incoming documents → extract relevant data → apply business rules → take action.
Need to add a new document type? Add a classification rule and an extraction schema. Need different business logic? Modify the workflow steps. The components stay the same.
Need to add a new document type? Add a classification rule and an extraction schema. Need different business logic? Modify the workflow steps. The components stay the same.
3️⃣ Agent Workflows orchestrates the entire process. It connects classification to extraction to business logic: in this case, checking expenses against a budget threshold and generating appropriate email responses via LLM.
November 6, 2025 at 4:53 PM
3️⃣ Agent Workflows orchestrates the entire process. It connects classification to extraction to business logic: in this case, checking expenses against a budget threshold and generating appropriate email responses via LLM.
2️⃣ LlamaExtract does the heavy lifting on data extraction. We create two specialized agents with different schemas for invoices vs expenses.
November 6, 2025 at 4:53 PM
2️⃣ LlamaExtract does the heavy lifting on data extraction. We create two specialized agents with different schemas for invoices vs expenses.
1️⃣ LlamaClassify handles the first decision point. It looks at each attachment and determines: is this an invoice that needs to be paid out to a partner, or an expense that needs reimbursement? It also provides reasoning for the decision.
November 6, 2025 at 4:53 PM
1️⃣ LlamaClassify handles the first decision point. It looks at each attachment and determines: is this an invoice that needs to be paid out to a partner, or an expense that needs reimbursement? It also provides reasoning for the decision.