diff --git a/README.md b/README.md
index 51c18cc..213cd8e 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,101 @@
-# knovleks
-Personal Search Engine for different types of resources
+# Knovleks
+
+Personal Search Engine for different types of resources.
+
+![Screenshot of Knovleks TUI](https://user-images.githubusercontent.com/4940804/175700234-41b43332-7031-4852-a397-d6af8a8577d2.png)
+
+Knovleks can currently index websites, pdf files and text notes.
+
+- [Install](#install)
+- [Usage](#usage)
+  * [Index](#index)
+  * [Search](#search)
+  * [Tag filter](#tag-filter)
+  * [TUI](#tui)
+    + [Searchbar focused](#searchbar-focused)
+    + [Results focused](#results-focused)
+
+## Install
+
+```
+pip install knovleks
+```
+
+## Usage
+
+```
+Usage: knovleks [OPTIONS] COMMAND [ARGS]...
+
+Options:
+  -h, --help  Show this message and exit.
+
+Commands:
+  index
+  search      full-text search
+  tag-filter  tag filter
+  tui         terminal user interface (experimental)
+```
+
+### Index
+
+```
+Usage: knovleks index [OPTIONS] DOCUMENT
+
+Options:
+  -t, --tag TEXT
+  --title TEXT
+  -d, --type, --document-type TEXT
+  -h, --help                      Show this message and exit.
+```
+
+### Search
+
+```
+Usage: knovleks search [OPTIONS] QUERY
+
+  full-text search
+
+Options:
+  -t, --tag TEXT
+  -st, --show-tags
+  -l, --limit INTEGER
+  -dt, --doc-type TEXT
+  -ft, --full-text      display full text
+  -h, --help            Show this message and exit.
+```
+
+### Tag filter
+
+```
+Usage: knovleks tag-filter [OPTIONS] [TAG]...
+
+  tag filter
+
+Options:
+  -st, --show-tags
+  -l, --limit INTEGER
+  -dt, --doc-type TEXT
+  -h, --help            Show this message and exit.
+```
+
+### TUI
+
+```
+Switch focus: TAB
+Next result: ctrl+j
+Previous result: ctrl+k
+Open result without closing: ctrl+l
+```
+
+#### Searchbar focused
+
+```
+Exit: ESC
+```
+
+#### Results focused
+
+```
+Switch focus to searchbar: ESC
+Open result: Enter
+```
diff --git a/knovleks/__main__.py b/knovleks/__main__.py
index d9c87fa..1fb189e 100644
--- a/knovleks/__main__.py
+++ b/knovleks/__main__.py
@@ -43,6 +43,23 @@ def get_supported_document_types() -> Mapping[str, Type[IdocumentType]]:
     }
 
 
+def is_url(path: str) -> bool:
+    url_prefixes = ["https://", "http://"]
+    path = path.lower()
+    return any(map(path.startswith, url_prefixes))
+
+
+def determine_doc_type(document: str) -> str:
+    # TODO: determine ooc based on configuration file
+    if is_url(document):
+        return "website"
+    # XXX: filetype shouldn't be determined based on extension
+    elif document.endswith(".pdf"):
+        return "pdf"
+    else:
+        return "note"
+
+
 @click.group(context_settings=dict(help_option_names=["-h", "--help"]))
 @click.pass_context
 def cli(ctx):
@@ -54,10 +71,12 @@ def cli(ctx):
 @click.argument("document")
 @click.option("-t", "--tag", multiple=True)
 @click.option("--title", default="")
-@click.option("-d", "--type", "--document-type", default="note")
+@click.option("-d", "--type", "--document-type", default="auto")
 @click.pass_obj
 def index(knov: Knovleks, document: str, tag: Tuple[str],
           title: str, type: str):
+    if type == "auto":
+        type = determine_doc_type(document)
     knov.index_document(type, document, title, set(tag))
 
 
diff --git a/knovleks/document_types/pdf_document.py b/knovleks/document_types/pdf_document.py
index b9a1f9a..cb10566 100644
--- a/knovleks/document_types/pdf_document.py
+++ b/knovleks/document_types/pdf_document.py
@@ -16,5 +16,5 @@ def parse(self):
     @staticmethod
     def open_doc(href, elem_idx):
         dn = subprocess.DEVNULL
-        subprocess.Popen(["/usr/bin/zathura", f"{href}", f"-P", f"{elem_idx}"],
-             stdin=dn, stdout=dn, stderr=dn, close_fds=True)
+        subprocess.Popen(["/usr/bin/zathura", f"{href}", "-P", f"{elem_idx}"],
+                         stdin=dn, stdout=dn, stderr=dn, close_fds=True)
diff --git a/knovleks/knovleks.py b/knovleks/knovleks.py
index ebcac88..59f9a7e 100644
--- a/knovleks/knovleks.py
+++ b/knovleks/knovleks.py
@@ -197,6 +197,10 @@ def _content_column_snippet(self,
             (snip.left, snip.right, snip.trunc_text, f"{snip.token_nr}"))
         return "snippet(doc_parts_fts, 0, ?, ?, ?, ?)"
 
+    def _quote_string(self, string: str) -> str:
+        string = string.replace('"', '""')
+        return f'"{string}"'
+
     def search(self, search_query: str, tags: Set[str] = set(),
                limit: Optional[int] = None,
                doc_type: Optional[str] = None,
@@ -218,10 +222,17 @@ def search(self, search_query: str, tags: Set[str] = set(),
                  "WHERE dpf.rowid = dp.id AND dp.doc_id = d.id AND "
                  "dpf.doccontent MATCH ? ORDER BY rank")
         parameters.append(search_query)
+        search_query_idx = len(parameters) - 1
         if limit is not None:
             parameters.append(f"{limit}")
             query += " LIMIT ?"
-        yield from self.db_con.execute(query, parameters)
+        try:
+            # use fts syntax
+            yield from self.db_con.execute(query, parameters)
+        except sqlite3.OperationalError:
+            parameters[search_query_idx] = self._quote_string(search_query)
+            print(parameters[search_query_idx])
+            yield from self.db_con.execute(query, parameters)
 
     def open_document(self, doc_type, href, elem_idx):
         self.supported_types[doc_type].open_doc(href, elem_idx)
diff --git a/setup.cfg b/setup.cfg
index 0b82991..387a614 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,9 +1,11 @@
 [metadata]
 name = knovleks
-version = 0.0.1
+version = 0.0.2
 author = Loris Reiff
 author_email = loris.reiff@liblor.ch
 license = Apache 2.0
+long_description = file: README.md, LICENSE
+long_description_content_type = text/markdown
 
 [options]
 packages = find:
@@ -23,6 +25,7 @@ ignore = E701,E731
 
 [flake8]
 ignore = E701,E731
+per-file-ignores = __init__.py:F401
 exclude = tests/context.py
 statistics = true
 show-source = true