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ParseFlow is a document parsing API that converts PDFs, DOCX files, and plain text into structured, evidence-backed JSON output for developers, automations, and AI workflows.
Unlike tools that return opaque extracted values, ParseFlow includes evidence metadata with every result — confidence scores, source character offsets, and evidence snippets showing exactly where each value came from. This makes output easier to verify, debug, and trust in production.
Key features: - Structured JSON extraction with evidence spans - Table-aware chunking with presets for RAG, summarization, and extraction - Async jobs and batch processing - LangChain and LlamaIndex adapters - MCP / OpenClaw tooling support - BYOK for advanced extraction with your own model provider keys - Free deterministic tier for evaluation
Best use cases: invoice processing, contract clause extraction, receipt parsing, document intake pipelines, RAG preprocessing, AI workflow integration.
Built by a student. Priced for builders and small teams.
Free deterministic tier available. Starter: $10/month Growth: $15/month
Docs: docs.parseflow.tech
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Parseflow.tech's answer:
Parseflow is built for solo devs and small teams. Unlike competitors, Parseflow has a simple set up and usage and is much more affordable compared to enterprise options while offering the same features and quality.
Parseflow.tech's answer:
As a student, AI chatbots and LLMs would always struggle to understand correctly my school homework and documents. To fix this, I built Parseflow to help improve the context for AI models simply to help me complete my homework. Today, Parseflow has become a finished product that can parse, chunk and organize all types of documents to improve context and reduce token usage.
Parseflow.tech's answer:
Parseflow is completely built with Python.
Freshdesk provides a free helpdesk system so we can manage our support tickets. They have the feature that allows us to send emails through our own email address (vs using their own email address), and an app that works well to respond and organize tickets.
My biggest gripe with the service is that they are missing a feature that HelpScout has, where we can reply directly to the notification email and that reply gets sent to the customer. With freshdesk, we have to log into their portal or use the app in order to send a reply.
Based on our record, Freshdesk seems to be more popular. It has been mentiond 12 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
When I click on it and try to view my ticket it asks me to log in, but then tells me my email and password are incorrect, I can log into Moog music just fine....and NOT freshdesk.com. Source: over 2 years ago
What I suggest is using freshdesk.com. It's free for some of the base needs such as automatically creating ticket when people email as support email, giving clients a portal to fill out what you want them to fill out which creates a ticket, automatically notifies people on your team (up to 10) and allows you to create departments and emails them when a ticket is assigned to that department, reply via email allows... Source: almost 3 years ago
Freshdesk (Free up to a certain number of users): Offers ticketing and knowledge base. Link. Source: over 3 years ago
Since Freewallet is a quite small company they outsource their "support" from this Indian startup the communication is quite complicated. If the company doesn't want to spend more money in order to hire a good support engineer, and instead prefers to save some money by going offshore. Then this companies' customers swill suffer. Source: over 3 years ago
We use Freshdesk from Freshworks. Works great for us. No real complaints. Source: about 4 years ago
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