/*********************************************************
* Tokens
*/
.namespace {
  opacity: 0.7;
}

.token.doctype .token.doctype-tag {
  /* No direct equivalent, using similar color */
  color: #79c0ff;
}

.token.doctype .token.name {
  /* No direct equivalent, using similar color */
  color: #d2a8ff;
}

.token.comment,
.token.prolog {
  color: #8b949e;
}

.token.punctuation,
.language-html .language-css .token.punctuation,
.language-html .language-javascript .token.punctuation {
  color: #c9d1d9; /* From .hljs-subst */
  
}

.token.property,
.token.tag,
.token.boolean,
.token.number,
.token.constant,
.token.symbol,
.token.inserted,
.token.unit {
  color: #79c0ff;
}

.token.selector,
.token.attr-name,
.token.string,
.token.char,
.token.builtin,
.token.deleted {
  color: #79c0ff; /* From .hljs-string, .hljs-regexp */
}

.token.plain-text {
  color: #fafafa; /* No direct equivalent, using a light color */
}

.language-css .token.string.url {
  text-decoration: underline;
}

.token.operator,
.token.entity {
  color: #79c0ff;
}

.token.operator.arrow {
  /* No direct equivalent, using similar color */
  color: #ff7b72;
}

.token.atrule {
  color: #79c0ff;
}

.token.atrule .token.rule {
  /* No direct equivalent, using similar color */
  color: #d2a8ff;
}

.token.atrule .token.url {
  color: #79c0ff;
}

.token.atrule .token.url .token.function {
  /* No direct equivalent, using similar color */
  color: #79c0ff;
}

.token.atrule .token.url .token.punctuation {
  /* No direct equivalent, using similar color */
  color: #d4d4d4;
}

.token.keyword {
  color: #ff7b72;
}

.token.keyword.module,
.token.keyword.control-flow {
  /* No direct equivalent, using similar color */
  color: #c586c0;
}

.token.function,
.token.function .token.maybe-class-name {
  color: #d2a8ff;
}

.token.regex {
  color: #a5d6ff;
}

.token.important {
  color: #ff7b72;
}

.token.italic {
  font-style: italic;
  color: #c9d1d9; /* Using .hljs-emphasis color */
}

.token.constant {
  color: #79c0ff;
}

.token.class-name,
.token.maybe-class-name {
  color: #d2a8ff;
}

.token.console {
  /* No direct equivalent, using similar color */
  color: #9cdcfe;
}

.token.parameter {
  color: #79c0ff;
}

.token.interpolation {
  /* No direct equivalent, using similar color */
  color: #79c0ff;
}

.token.punctuation.interpolation-punctuation {
  /* No direct equivalent, using similar color */
  color: #569cd6;
}

.token.boolean {
  color: #ff7b72;
}

.token.property,
.token.variable,
.token.imports .token.maybe-class-name,
.token.exports .token.maybe-class-name {
  color: #79c0ff;
}

.token.selector {
  color: #7ee787;
}

.token.escape {
  color: #7ee787; /* Same as .hljs-selector-tag */
}

.token.tag {
  color: #7ee787;
}

.token.tag .token.punctuation {
  color: #808080;
}

.token.cdata {
  color: #808080;
}

.token.attr-name {
  color: #79c0ff;
}

.token.attr-value,
.token.attr-value .token.punctuation {
  color: #a5d6ff; /* Same as .hljs-string */
}

.token.attr-value .token.punctuation.attr-equals {
  color: #d4d4d4;
}

.token.entity {
  color: #79c0ff;
}

.token.namespace {
  color: #7ee787;
}

/* No direct mapping in provided theme for .token.operator */
.token.operator {
  color: #94a3b8;
}

/*********************************************************
* Language Specific
*/

pre[class*='language-javascript'],
code[class*='language-javascript'],
pre[class*='language-jsx'],
code[class*='language-jsx'],
pre[class*='language-typescript'],
code[class*='language-typescript'],
pre[class*='language-tsx'],
code[class*='language-tsx'] {
  color: #79c0ff; /* Same as .hljs-attr */
}

pre[class*='language-css'],
code[class*='language-css'] {
  color: #a5d6ff; /* Same as .hljs-string */
}

pre[class*='language-html'],
code[class*='language-html'] {
  color: #c9d1d9; /* Using .hljs-subst color */
}

.language-regex .token.anchor {
  /* No direct equivalent, using similar color */
  color: #dcdcaa;
}

.language-html .token.punctuation {
  color: #808080;
}

/* Used for API response */
span.language-json .token.punctuation {
  color: #4b5563;
}

:is(.dark span.language-json .token.punctuation) {
  color: #d1d5db;
}

span.language-json .token.property {
  color: #0284c7;
}

:is(.dark span.language-json .token.property) {
  color: 9cdcfe;
}

span.language-json .token.string {
  color: #d97706;
}

:is(.dark span.language-json .token.string) {
  color: #ce9178;
}

span.language-json .token.number {
  color: #16a34a;
}

:is(.dark span.language-json .token.number) {
  color: #b5cea8;
}

.line-highlight.line-highlight {
  background: #f7ebc6;
  box-shadow: inset 5px 0 0 #f7d87c;
  z-index: 0;
}

.version-badge {
  display: inline-block;
  padding: 0.2em 0.5em;
  font-size: 0.75em;
  font-weight: bold;
  color: #e44bf4;
  background-color: #fce8fd;
  border: 1px solid #f2a5f9;
  border-radius: 4px;
  vertical-align: middle;
}

.dark .version-badge {
  color: #f17afc;
  background-color: rgba(228, 75, 244, 0.2);
  border-color: #783d7e;
}


marvin.memory.providers.qdrant

QdrantMemory

Classes

qdrant

Marvin

A powerful framework for building AI applications

Welcome

Get started with Marvin in under a minute

Installation

Build your first AI application in less than a minute

Quickstart

Tasks

The intelligent workers in your AI workflows.

Agents

Threads

Connect Marvin agents to Model Context Protocol (MCP) servers for extended capabilities.

Using MCP Servers

Execute AI tasks with a single line of code

Convert data between types while preserving meaning

Cast

Classify

Pull structured data from unstructured content

Extract

Generate

Add a message to a thread and get an agent's response

Summarize

Task Results

Running Tasks

Give your agents persistent memory across conversations.

Memory

Give agents new abilities with custom tools.

Tools

Enable agents to interact with users through the CLI.

Interactivity

The Marvin Community

marvin

actor

agent

names

team

config

main

Command line utilities for database migrations.

migrations

end_turn

events

Utility functions for LLM completions using Pydantic AI.

orchestrator

streaming

Cast is a function that uses a language model to analyze the input data and transform it

top level

agents

cli

engine

fns

handlers

memory

tasks

tools

utilities

qdrant

`marvin.memory.providers.qdrant`

Classes

`QdrantMemory`

top level

agents

cli

engine

fns

handlers

memory

tasks

tools

utilities

​marvin.memory.providers.qdrant

​Classes

​QdrantMemory

`marvin.memory.providers.qdrant`

Classes

`QdrantMemory`