Direct Image Retrieval
Achieve 86% accuracy on the VIDORE benchmark with our ColPali technology—perfect for technical documents with diagrams, charts, and images that require precise understanding without losing critical visual information.
State-of-the-Art Accuracy (ColPali Contrastive Learning)
Unlock deeper relationships between visual elements and text for more accurate retrieval of technical diagrams and documentation.
Unified Text-Image Understanding (Late-Interaction Mechanisms)
Preserve critical visual details in technical documentation that other embedding systems miss by deferring complex modal interactions.
Hamming Distance Optimization
Achieve lightning-fast retrieval with our optimized hamming distance metrics for ColPali embeddings.
# Initialize Morphik client
db = Morphik(
uri="morphik://owner_id:token@api.morphik.ai"
)
# Use ColPali for direct image and text understanding
chunks = await db.retrieve_chunks(
query="Find the table with quarterly revenue data",
use_colpali=True,
k=5,
min_score=0.5
)
# Process the retrieved chunks
for chunk in chunks:
print(f"Found in chunk.filename: chunk.content[0:100]...")
Lightning-Fast Retrieval
Turn your LLM into a domain expert with near-zero latency responses—process your documents once and query them forever without additional token costs or processing delays.
Instant Expert Response (KV Cache Persistence)
Save the model's KV cache after processing large technical documents, then restore it for near-zero latency queries on complex information.
Zero-Latency Queries
Eliminate document processing time and token costs with our intelligent cache management system.
10M+ Context Support
Designed to work with the latest large context window models like Llama 4, Claude 3, and GPT-4.
from morphik.rules import NaturalLanguageRule
# Define natural language rules for transformation and extraction
rules = [
NaturalLanguageRule(
name="pii_redaction",
prompt="Redact all personally identifiable information like SSNs, credit card numbers, and addresses"
),
NaturalLanguageRule(
name="metadata_extraction",
prompt="Extract key financial metrics including revenue, expenses, and profit margins"
)
]
# Initialize Morphik client
db = Morphik(uri="morphik://owner_id:token@api.morphik.ai")
# Ingest a directory of files with rules
docs = await db.ingest_directory(
directory="/path/to/invoices/",
pattern="*.pdf",
rules=rules,
recursive=True,
use_colpali=True
)
Intelligent Data Transformation
Automatically extract metadata, redact PII, and transform text using simple natural language instructions—perfect for technical manuals, API documentation, and research papers where standardized formatting and structure enhance searchability.
Intuitive Configuration (Natural Language Rules)
Define document processing rules for technical content in plain English instead of complex code or regex patterns.
Automated Transformations
Automatically transform document content for better searchability and standardization.
Intelligent Metadata Extraction
Automatically extract structured metadata from unstructured documents for enhanced searchability.
Domain-Specific Knowledge Graphs
Build custom knowledge graphs with prompt overrides tailored to your industry—ideal for technical documentation with complex interconnected concepts, where understanding relationships between components, functions, and architectures is critical for accurate information retrieval.
Metadata-Driven Graphs
Transform document metadata into powerful knowledge graphs without complex coding or data engineering.
Natural Language Queries
Query your knowledge graphs with plain English instead of complex graph query languages.
Visual Graph Analytics
Explore and understand your data's interconnections through intuitive visualizations.
Data
Trusted by Innovators & Our Community
“We looked at a number of knowledge base and RAG solutions, and Morphik's approach is light years ahead of everyone else”
The Ribera AI Team
“Morphik has the most attentive and driven team we've worked with in a while. It's great to explore this new domain with you guys!”
The Flux Inc. Team
“thank you!!! this is such amazing work i can't wait to demo it to everyone. been looking at this stuff for a while, but plain RAG is so terrible unless we get quants involved to tune the embeddings. not worth the effort. this is so much more elegant”
Super Secret Client
Why Morphik?
Morphik Cloud builds on our open-source foundation with enterprise-grade enhancements, delivering the performance, reliability, and ease-of-use that production applications demand.
Fast, Secure & Scalable by Design
Smarter Graph Algorithms
Powered by community detection, PageRank and other proven methods, Morphik surfaces context-aware answers with exceptional precision—even in dense, interconnected data sets.
GPU-Optimized, Wallet-Friendly Speed
Our finely tuned GPU pipeline cuts latency to milliseconds and drives costs down—often 70 % cheaper than do-it-yourself hosting.
Fully-Managed & Secure Infrastructure
Zero DevOps headache—auto-scaling, encryption at rest, daily backups and global HA so you can ship features, not fight servers.
Premium Features & Expert Support
Unlock the latest multimodal embeddings optimised for documents, advanced tooling and white-glove guidance from the engineers who built Morphik.